# redact-ru - ru / pii (500 rows, 9230 spans, 1 negatives)

Main metric: **missed** - gold spans no predicted character touched. Score threshold 0.5; spans without a score always count. `hidden` - gold spans every character of which is covered: touching one character counts as detection, not as hiding. `hidden` is counted over normalized predictions - a prediction is stretched to whole words before it is compared, so it is what a masker that repeats the same normalization would hide; a masker that masks the raw offsets of the model hides no more than this. Char P / R / F1 are reference only. Trivial baseline, mask everything: 0 missed, 100% hidden, char P 0.157 (84.3% of the text over-masked). `rows touched` / `chars masked` count rows the source left without annotations where a mask touched something, and the characters masked in them; that absence of annotations is not evidence that those rows hold nothing sensitive, so this is not a false-alarm rate. The exact CSVs keep the technical column names `fp_rows` and `fp_chars`.

| model | missed | missed % [95% CI] | hidden | char F1 [95% CI] | P | R | entity exact | entity overlap | typed F1 | rows touched | chars masked | dropped spans | ms/row | params | train |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| bardsai-eu | **726** | 7.9% [6.7%, 9.5%] | 77.8% | 0.753 [0.737, 0.770] | 0.699 | 0.817 | 0.465 | 0.801 | 0.311 | 1/1 | 277 | 0 | 981 | - |  |
| pplx+ov100 | **846** | 9.2% [8.2%, 10.3%] | 87.2% | 0.713 [0.696, 0.731] | 0.629 | 0.824 | 0.540 | 0.771 | 0.564 | 1/1 | 248 | 0 | 274 | 596M |  |
| pplx | **881** | 9.5% [8.5%, 10.8%] | 87.1% | 0.709 [0.693, 0.728] | 0.625 | 0.821 | 0.542 | 0.771 | 0.562 | 1/1 | 273 | 0 | 273 | 596M |  |
| pplx+sent300 | **921** | 10.0% [9.1%, 11.0%] | 84.3% | 0.688 [0.669, 0.706] | 0.602 | 0.802 | 0.509 | 0.747 | 0.539 | 1/1 | 249 | 0 | 341 | 596M |  |
| gliner-nvidia+sent300 | **946** | 10.2% [9.2%, 11.4%] | 65.9% | 0.615 [0.598, 0.632] | 0.534 | 0.727 | 0.465 | 0.692 | 0.509 | 1/1 | 356 | 0 | 45 | 445M |  |
| gliner-nvidia | **1191** | 12.9% [11.7%, 14.3%] | 63.5% | 0.624 [0.606, 0.641] | 0.568 | 0.692 | 0.486 | 0.716 | 0.528 | 1/1 | 289 | 0 | 79 | 445M |  |
| gliner-urchade | **1198** | 13.0% [11.7%, 14.5%] | 80.6% | 0.670 [0.653, 0.687] | 0.598 | 0.763 | 0.498 | 0.730 | 0.595 | 1/1 | 465 | 0 | 35 | 289M |  |
| gliner-nvidia+ov100 | **1208** | 13.1% [11.8%, 14.6%] | 63.5% | 0.628 [0.610, 0.645] | 0.574 | 0.693 | 0.485 | 0.719 | 0.533 | 1/1 | 273 | 0 | 71 | 445M |  |
| nym-base+sent300 | **1324** | 14.3% [13.3%, 15.5%] | 61.4% | 0.670 [0.654, 0.688] | 0.627 | 0.719 | 0.377 | 0.668 | 0.304 | 1/1 | 274 | 0 | 17 | 308M |  |
| gliner2-fastino | **1325** | 14.4% [12.7%, 16.1%] | 76.7% | 0.685 [0.669, 0.701] | 0.683 | 0.687 | 0.602 | 0.777 | 0.600 | 1/1 | 477 | 0 | 62 | 307M |  |
| gliner2-hivetrace-omni | **1432** | 15.5% [14.0%, 17.3%] | 77.8% | 0.705 [0.691, 0.721] | 0.724 | 0.688 | 0.666 | 0.790 | 0.623 | 1/1 | 410 | 0 | 65 | 307M |  |
| nym-base+ov100 | **1440** | 15.6% [14.4%, 16.8%] | 60.8% | 0.675 [0.658, 0.693] | 0.646 | 0.708 | 0.387 | 0.687 | 0.306 | 1/1 | 287 | 0 | 21 | 308M |  |
| nym-base | **1454** | 15.8% [14.5%, 17.1%] | 60.6% | 0.674 [0.657, 0.692] | 0.645 | 0.707 | 0.385 | 0.683 | 0.305 | 1/1 | 270 | 0 | 19 | 308M |  |
| apararti | **1555** | 16.8% [15.6%, 18.2%] | 77.5% | 0.648 [0.630, 0.667] | 0.563 | 0.764 | 0.432 | 0.708 | 0.489 | 1/1 | 370 | 0 | 192 | 1.4B |  |
| nym-small | **1590** | 17.2% [15.8%, 18.8%] | 59.9% | 0.675 [0.658, 0.692] | 0.653 | 0.699 | 0.390 | 0.694 | 0.309 | 1/1 | 249 | 0 | 396 | - |  |
| nuner-zero | **1646** | 17.8% [16.3%, 19.6%] | 73.9% | 0.682 [0.666, 0.699] | 0.618 | 0.761 | 0.466 | 0.699 | 0.601 | 1/1 | 369 | 0 | 86 | 449M |  |
| openai-base | **1785** | 19.3% [17.9%, 20.8%] | 76.9% | 0.654 [0.636, 0.672] | 0.587 | 0.739 | 0.445 | 0.728 | 0.506 | 1/1 | 338 | 0 | 222 | 1.4B |  |
| opf-ru | **1805** | 19.6% [18.2%, 21.1%] | 63.1% | 0.651 [0.634, 0.670] | 0.652 | 0.651 | 0.353 | 0.701 | 0.528 | 1/1 | 255 | 0 | 129 | 1.4B |  |
| ru-legal-ner+sent300 | **1858** | 20.1% [18.6%, 22.0%] | 61.4% | 0.616 [0.598, 0.634] | 0.551 | 0.699 | 0.229 | 0.611 | 0.469 | 1/1 | 555 | 0 | 15 | 29M |  |
| opf-kz-ru | **1914** | 20.7% [19.3%, 22.3%] | 72.2% | 0.641 [0.622, 0.660] | 0.575 | 0.723 | 0.405 | 0.696 | 0.485 | 1/1 | 242 | 0 | 182 | 1.4B |  |
| gliner2-hivetrace-uni | **1925** | 20.9% [19.4%, 22.5%] | 72.4% | 0.685 [0.669, 0.701] | 0.762 | 0.623 | 0.590 | 0.777 | 0.540 | 1/1 | 199 | 0 | 84 | 147M |  |
| ru-legal-ner+ov100 | **1969** | 21.3% [19.7%, 23.1%] | 59.5% | 0.624 [0.606, 0.642] | 0.571 | 0.687 | 0.232 | 0.620 | 0.472 | 1/1 | 480 | 0 | 17 | 29M |  |
| gliner2-hivetrace-omni-ru | **2005** | 21.7% [19.9%, 23.7%] | 70.7% | 0.674 [0.659, 0.691] | 0.720 | 0.634 | 0.592 | 0.766 | 0.604 | 1/1 | 388 | 0 | 78 | 307M |  |
| mmbert32k | **2011** | 21.8% [20.4%, 23.1%] | 40.9% | 0.557 [0.540, 0.575] | 0.532 | 0.584 | 0.178 | 0.564 | 0.324 | 1/1 | 266 | 0 | 24 | 308M |  |
| openmed-multilingual | **2036** | 22.1% [20.6%, 23.5%] | 53.2% | 0.609 [0.594, 0.625] | 0.604 | 0.614 | 0.328 | 0.639 | 0.508 | 1/1 | 261 | 0 | 110 | 1.4B |  |
| ru-pii-ner | **2058** | 22.3% [20.5%, 24.1%] | 75.2% | 0.711 [0.696, 0.726] | 0.755 | 0.672 | 0.529 | 0.772 | 0.406 | 1/1 | 241 | 0 | 282 | 358M |  |
| ru-legal-ner | **2090** | 22.6% [21.0%, 24.4%] | 58.3% | 0.629 [0.611, 0.647] | 0.590 | 0.674 | 0.239 | 0.634 | 0.483 | 1/1 | 527 | 0 | 14 | 29M |  |
| openmed-nemotron | **2370** | 25.7% [24.2%, 27.3%] | 50.0% | 0.543 [0.526, 0.559] | 0.489 | 0.611 | 0.282 | 0.547 | 0.441 | 1/1 | 259 | 0 | 107 | 1.4B |  |
| gliner25-fastino+ov100 | **2407** | 26.1% [24.3%, 28.1%] | 69.2% | 0.702 [0.686, 0.718] | 0.742 | 0.666 | 0.572 | 0.742 | 0.660 | 1/1 | 167 | 0 | 21 | 287M |  |
| gliner2-fastino-ru | **2435** | 26.4% [24.2%, 28.8%] | 65.5% | 0.650 [0.634, 0.668] | 0.704 | 0.604 | 0.524 | 0.732 | 0.580 | 1/1 | 359 | 0 | 131 | 307M |  |
| gliner25-fastino | **2439** | 26.4% [24.8%, 28.3%] | 68.7% | 0.701 [0.685, 0.717] | 0.745 | 0.662 | 0.572 | 0.743 | 0.658 | 1/1 | 159 | 0 | 32 | 287M |  |
| opf-ru-v2+sent300 | **2463** | 26.7% [25.1%, 28.4%] | 64.4% | 0.712 [0.695, 0.728] | 0.779 | 0.655 | 0.414 | 0.760 | 0.601 | 1/1 | 184 | 0 | 23 | 1.4B |  |
| gliner25-fastino+sent300 | **2492** | 27.0% [25.4%, 28.9%] | 66.8% | 0.685 [0.669, 0.700] | 0.729 | 0.645 | 0.540 | 0.731 | 0.645 | 1/1 | 188 | 0 | 24 | 287M |  |
| opf-ru-v2+ov100 | **2504** | 27.1% [25.6%, 29.0%] | 64.1% | 0.713 [0.696, 0.729] | 0.785 | 0.654 | 0.408 | 0.757 | 0.601 | 1/1 | 175 | 0 | 1465 | 1.4B |  |
| opf-ru-v2 | **2563** | 27.8% [26.0%, 29.6%] | 63.4% | 0.711 [0.695, 0.727] | 0.790 | 0.647 | 0.410 | 0.762 | 0.605 | 1/1 | 198 | 0 | 1038 | 1.4B |  |
| gliner-nvidia-ru | **2571** | 27.9% [26.2%, 29.6%] | 50.1% | 0.537 [0.521, 0.555] | 0.543 | 0.531 | 0.449 | 0.670 | 0.458 | 1/1 | 262 | 0 | 246 | 445M |  |
| kalyan-ettin | **2618** | 28.4% [26.8%, 30.3%] | 44.9% | 0.533 [0.517, 0.550] | 0.538 | 0.528 | 0.270 | 0.591 | 0.442 | 1/1 | 226 | 0 | 84 | 68M |  |
| traciora | **2752** | 29.8% [28.1%, 31.7%] | 62.6% | 0.707 [0.691, 0.722] | 0.790 | 0.639 | 0.431 | 0.755 | 0.602 | 1/1 | 170 | 0 | 805 | 1.4B |  |
| pii-shield-onnx | **2760** | 29.9% [28.3%, 31.6%] | 55.5% | 0.535 [0.507, 0.565] | 0.463 | 0.632 | 0.307 | 0.592 | 0.359 | 1/1 | 190 | 0 | 622 | - |  |
| gliner25-fastino-ru | **2858** | 31.0% [28.9%, 33.2%] | 64.1% | 0.696 [0.680, 0.713] | 0.760 | 0.643 | 0.520 | 0.728 | 0.655 | 1/1 | 269 | 0 | 51 | 287M |  |
| gliner25-fastino+nochunk | **2877** | 31.2% [29.1%, 33.4%] | 64.8% | 0.707 [0.691, 0.724] | 0.797 | 0.636 | 0.582 | 0.744 | 0.661 | 1/1 | 204 | 0 | 62 | 287M |  |
| fef2-secret-ru | **2934** | 31.8% [30.0%, 33.7%] | 54.3% | 0.629 [0.613, 0.644] | 0.746 | 0.543 | 0.388 | 0.711 | 0.329 | 1/1 | 209 | 0 | 17 | 177M |  |
| gliner-multi-v21 | **2988** | 32.4% [30.6%, 34.2%] | 56.9% | 0.561 [0.546, 0.575] | 0.591 | 0.534 | 0.343 | 0.641 | 0.499 | 1/1 | 326 | 0 | 35 | 289M |  |
| gliner-pii-edge | **2991** | 32.4% [30.6%, 34.5%] | 56.4% | 0.531 [0.515, 0.548] | 0.503 | 0.563 | 0.349 | 0.555 | 0.391 | 1/1 | 404 | 0 | 1529 | 45M |  |
| gliner2-large | **3061** | 33.2% [31.3%, 35.3%] | 58.3% | 0.592 [0.576, 0.608] | 0.606 | 0.578 | 0.439 | 0.637 | 0.519 | 1/1 | 200 | 0 | 148 | 486M |  |
| mmbert32k+nochunk | **3333** | 36.1% [33.9%, 38.4%] | 24.9% | 0.473 [0.457, 0.490] | 0.517 | 0.436 | 0.125 | 0.464 | 0.231 | 1/1 | 186 | 0 | 46 | 308M |  |
| stanza-ru | **3388** | 36.7% [34.8%, 38.8%] | 52.1% | 0.427 [0.412, 0.443] | 0.412 | 0.444 | 0.230 | 0.546 | 0.269 | 1/1 | 298 | 0 | 161 | - |  |
| gliner25-fastino-ru+nochunk | **3397** | 36.8% [34.3%, 39.2%] | 59.3% | 0.689 [0.671, 0.707] | 0.789 | 0.611 | 0.527 | 0.706 | 0.636 | 1/1 | 320 | 0 | 65 | 287M |  |
| ner-ru-gherman | **3650** | 39.5% [37.7%, 41.8%] | 32.9% | 0.532 [0.514, 0.550] | 0.803 | 0.398 | 0.350 | 0.680 | 0.109 | 1/1 | 109 | 0 | 19 | 177M |  |
| davlan-xlmr | **3723** | 40.3% [38.5%, 42.4%] | 50.0% | 0.546 [0.529, 0.561] | 0.701 | 0.447 | 0.327 | 0.662 | 0.370 | 1/1 | 149 | 0 | 17 | 277M |  |
| davlan-mbert | **3859** | 41.8% [40.1%, 43.8%] | 49.0% | 0.524 [0.508, 0.540] | 0.700 | 0.419 | 0.325 | 0.644 | 0.370 | 1/1 | 188 | 0 | 19 | 177M |  |
| ner-ru-yqelz | **4096** | 44.4% [42.7%, 46.2%] | 46.0% | 0.482 [0.466, 0.497] | 0.585 | 0.410 | 0.269 | 0.587 | 0.316 | 1/1 | 461 | 0 | 25 | 559M |  |
| gliner2-vladlinv | **4463** | 48.4% [46.1%, 50.6%] | 49.6% | 0.592 [0.574, 0.609] | 0.840 | 0.457 | 0.462 | 0.642 | 0.559 | 1/1 | 108 | 0 | 36 | 287M |  |
| gliner2-vladlinv-ru | **4543** | 49.2% [47.1%, 51.4%] | 48.4% | 0.592 [0.574, 0.610] | 0.826 | 0.462 | 0.463 | 0.630 | 0.512 | 1/1 | 173 | 0 | 37 | 287M |  |
| spacy-ru-lg | **4652** | 50.4% [48.5%, 52.3%] | 42.1% | 0.435 [0.420, 0.449] | 0.570 | 0.351 | 0.226 | 0.565 | 0.307 | 1/1 | 203 | 0 | 26 | - |  |
| natasha | **4699** | 50.9% [49.0%, 52.8%] | 42.1% | 0.434 [0.420, 0.449] | 0.617 | 0.335 | 0.271 | 0.566 | 0.314 | 1/1 | 164 | 0 | 7 | - |  |
| gravitee-small | **4785** | 51.8% [49.7%, 54.0%] | 39.9% | 0.476 [0.460, 0.495] | 0.492 | 0.462 | 0.260 | 0.498 | 0.409 | 1/1 | 123 | 0 | 27 | 29M |  |
| spacy-alrosait | **5049** | 54.7% [52.8%, 56.8%] | 42.1% | 0.483 [0.464, 0.498] | 0.778 | 0.350 | 0.291 | 0.591 | 0.166 | 1/1 | 125 | 0 | 24 | - |  |
| gliner-stream-pii | **5191** | 56.2% [54.2%, 58.5%] | 30.2% | 0.445 [0.427, 0.464] | 0.744 | 0.318 | 0.350 | 0.554 | 0.380 | 1/1 | 127 | 0 | 158 | 677M |  |
| gliner-urchade-ru | **5216** | 56.5% [54.3%, 58.8%] | 37.5% | 0.508 [0.490, 0.527] | 0.570 | 0.458 | 0.376 | 0.494 | 0.444 | 1/1 | 307 | 0 | 48 | 289M |  |
| gliner-pii-base | **5932** | 64.3% [62.3%, 66.2%] | 27.4% | 0.417 [0.400, 0.435] | 0.635 | 0.311 | 0.331 | 0.449 | 0.359 | 1/1 | 98 | 0 | 26 | 166M |  |
| gliner-multi-v21-ru | **6269** | 67.9% [66.0%, 69.7%] | 24.0% | 0.391 [0.374, 0.407] | 0.554 | 0.302 | 0.216 | 0.401 | 0.329 | 1/1 | 73 | 0 | 59 | 289M |  |
| gliner2-hivetrace-uni-ru | **7407** | 80.2% [78.9%, 81.6%] | 16.7% | 0.237 [0.221, 0.253] | 0.785 | 0.139 | 0.230 | 0.315 | 0.137 | 1/1 | 23 | 0 | 82 | 147M |  |
| rules-ru | **7501** | 81.3% [80.0%, 82.6%] | 18.0% | 0.363 [0.344, 0.382] | 0.840 | 0.232 | 0.283 | 0.304 | 0.330 | 1/1 | 70 | 0 | 2 | - |  |

Neighbours by rank a paired bootstrap cannot tell apart (95%, missed %) - pairs, not a transitive chain, so `a ≈ b` and `b ≈ c` do not make `a ≈ c`: bardsai-eu ≈ pplx+ov100; pplx ≈ pplx+sent300; pplx+sent300 ≈ gliner-nvidia+sent300; gliner-nvidia ≈ gliner-urchade; gliner-urchade ≈ gliner-nvidia+ov100; gliner-nvidia+ov100 ≈ nym-base+sent300; nym-base+sent300 ≈ gliner2-fastino; gliner2-hivetrace-omni ≈ nym-base+ov100; nym-base+ov100 ≈ nym-base; nym-base ≈ apararti; apararti ≈ nym-small; nym-small ≈ nuner-zero; nuner-zero ≈ openai-base; openai-base ≈ opf-ru; opf-ru ≈ ru-legal-ner+sent300; ru-legal-ner+sent300 ≈ opf-kz-ru; opf-kz-ru ≈ gliner2-hivetrace-uni; gliner2-hivetrace-uni ≈ ru-legal-ner+ov100; ru-legal-ner+ov100 ≈ gliner2-hivetrace-omni-ru; gliner2-hivetrace-omni-ru ≈ mmbert32k; mmbert32k ≈ openmed-multilingual; openmed-multilingual ≈ ru-pii-ner; ru-pii-ner ≈ ru-legal-ner; openmed-nemotron ≈ gliner25-fastino+ov100; gliner25-fastino+ov100 ≈ gliner2-fastino-ru; gliner2-fastino-ru ≈ gliner25-fastino; gliner25-fastino ≈ opf-ru-v2+sent300; opf-ru-v2+sent300 ≈ gliner25-fastino+sent300; gliner25-fastino+sent300 ≈ opf-ru-v2+ov100; opf-ru-v2 ≈ gliner-nvidia-ru; gliner-nvidia-ru ≈ kalyan-ettin; kalyan-ettin ≈ traciora; traciora ≈ pii-shield-onnx; pii-shield-onnx ≈ gliner25-fastino-ru; gliner25-fastino-ru ≈ gliner25-fastino+nochunk; gliner25-fastino+nochunk ≈ fef2-secret-ru; fef2-secret-ru ≈ gliner-multi-v21; gliner-multi-v21 ≈ gliner-pii-edge; gliner-pii-edge ≈ gliner2-large; gliner2-large ≈ mmbert32k+nochunk; mmbert32k+nochunk ≈ stanza-ru; stanza-ru ≈ gliner25-fastino-ru+nochunk; gliner25-fastino-ru+nochunk ≈ ner-ru-gherman; ner-ru-gherman ≈ davlan-xlmr; gliner2-vladlinv ≈ gliner2-vladlinv-ru; gliner2-vladlinv-ru ≈ spacy-ru-lg; spacy-ru-lg ≈ natasha; natasha ≈ gravitee-small; gravitee-small ≈ spacy-alrosait; spacy-alrosait ≈ gliner-stream-pii; gliner-stream-pii ≈ gliner-urchade-ru; gliner2-hivetrace-uni-ru ≈ rules-ru

## Missed by group

| model | PERSON | ADDRESS | CONTACT | ID | NET | ACCOUNT | SECRET | ORG | DATE | OTHER |
|---|---|---|---|---|---|---|---|---|---|---|
| spans in gold | 3854 | 835 | 1199 | 538 | 54 | 1160 | 11 | 366 | 324 | 889 |
| bardsai-eu | 51 (1.3%) | 15 (1.8%) | 16 (1.3%) | 73 (13.6%) | 2 (3.7%) | 83 (7.2%) | 1 (9.1%) | 30 (8.2%) | 7 (2.2%) | 448 (50.4%) |
| pplx+ov100 | 4 (0.1%) | 112 (13.4%) | 3 (0.3%) | 8 (1.5%) | 0 (0.0%) | 24 (2.1%) | 0 (0.0%) | 328 (89.6%) | 0 (0.0%) | 367 (41.3%) |
| pplx | 5 (0.1%) | 124 (14.9%) | 7 (0.6%) | 4 (0.7%) | 1 (1.9%) | 25 (2.2%) | 0 (0.0%) | 331 (90.4%) | 0 (0.0%) | 384 (43.2%) |
| pplx+sent300 | 6 (0.2%) | 70 (8.4%) | 6 (0.5%) | 11 (2.0%) | 0 (0.0%) | 32 (2.8%) | 0 (0.0%) | 310 (84.7%) | 0 (0.0%) | 486 (54.7%) |
| gliner-nvidia+sent300 | 73 (1.9%) | 40 (4.8%) | 12 (1.0%) | 117 (21.7%) | 3 (5.6%) | 372 (32.1%) | 0 (0.0%) | 37 (10.1%) | 3 (0.9%) | 289 (32.5%) |
| gliner-nvidia | 116 (3.0%) | 71 (8.5%) | 15 (1.3%) | 153 (28.4%) | 1 (1.9%) | 442 (38.1%) | 0 (0.0%) | 59 (16.1%) | 1 (0.3%) | 333 (37.5%) |
| gliner-urchade | 125 (3.2%) | 57 (6.8%) | 20 (1.7%) | 186 (34.6%) | 4 (7.4%) | 533 (45.9%) | 0 (0.0%) | 22 (6.0%) | 13 (4.0%) | 238 (26.8%) |
| gliner-nvidia+ov100 | 116 (3.0%) | 73 (8.7%) | 14 (1.2%) | 149 (27.7%) | 4 (7.4%) | 461 (39.7%) | 0 (0.0%) | 54 (14.8%) | 3 (0.9%) | 334 (37.6%) |
| nym-base+sent300 | 58 (1.5%) | 31 (3.7%) | 34 (2.8%) | 32 (5.9%) | 2 (3.7%) | 639 (55.1%) | 0 (0.0%) | 46 (12.6%) | 1 (0.3%) | 481 (54.1%) |
| gliner2-fastino | 312 (8.1%) | 35 (4.2%) | 26 (2.2%) | 93 (17.3%) | 6 (11.1%) | 547 (47.2%) | 0 (0.0%) | 24 (6.6%) | 0 (0.0%) | 282 (31.7%) |
| gliner2-hivetrace-omni | 275 (7.1%) | 80 (9.6%) | 29 (2.4%) | 175 (32.5%) | 8 (14.8%) | 457 (39.4%) | 0 (0.0%) | 43 (11.7%) | 8 (2.5%) | 357 (40.2%) |
| nym-base+ov100 | 80 (2.1%) | 47 (5.6%) | 43 (3.6%) | 40 (7.4%) | 19 (35.2%) | 659 (56.8%) | 0 (0.0%) | 69 (18.9%) | 1 (0.3%) | 482 (54.2%) |
| nym-base | 79 (2.0%) | 52 (6.2%) | 44 (3.7%) | 35 (6.5%) | 21 (38.9%) | 664 (57.2%) | 0 (0.0%) | 68 (18.6%) | 1 (0.3%) | 490 (55.1%) |
| apararti | 379 (9.8%) | 182 (21.8%) | 17 (1.4%) | 21 (3.9%) | 2 (3.7%) | 83 (7.2%) | 0 (0.0%) | 259 (70.8%) | 3 (0.9%) | 609 (68.5%) |
| nym-small | 188 (4.9%) | 37 (4.4%) | 70 (5.8%) | 25 (4.6%) | 20 (37.0%) | 658 (56.7%) | 1 (9.1%) | 61 (16.7%) | 20 (6.2%) | 510 (57.4%) |
| nuner-zero | 643 (16.7%) | 56 (6.7%) | 11 (0.9%) | 181 (33.6%) | 2 (3.7%) | 420 (36.2%) | 1 (9.1%) | 35 (9.6%) | 11 (3.4%) | 286 (32.2%) |
| openai-base | 267 (6.9%) | 197 (23.6%) | 31 (2.6%) | 67 (12.5%) | 14 (25.9%) | 217 (18.7%) | 0 (0.0%) | 279 (76.2%) | 1 (0.3%) | 712 (80.1%) |
| opf-ru | 161 (4.2%) | 259 (31.0%) | 33 (2.8%) | 64 (11.9%) | 23 (42.6%) | 302 (26.0%) | 0 (0.0%) | 249 (68.0%) | 15 (4.6%) | 699 (78.6%) |
| ru-legal-ner+sent300 | 445 (11.5%) | 248 (29.7%) | 18 (1.5%) | 49 (9.1%) | 26 (48.1%) | 379 (32.7%) | 0 (0.0%) | 84 (23.0%) | 4 (1.2%) | 605 (68.1%) |
| opf-kz-ru | 555 (14.4%) | 238 (28.5%) | 22 (1.8%) | 18 (3.3%) | 5 (9.3%) | 95 (8.2%) | 0 (0.0%) | 303 (82.8%) | 5 (1.5%) | 673 (75.7%) |
| gliner2-hivetrace-uni | 359 (9.3%) | 67 (8.0%) | 29 (2.4%) | 54 (10.0%) | 18 (33.3%) | 420 (36.2%) | 4 (36.4%) | 177 (48.4%) | 38 (11.7%) | 759 (85.4%) |
| ru-legal-ner+ov100 | 537 (13.9%) | 259 (31.0%) | 35 (2.9%) | 52 (9.7%) | 25 (46.3%) | 332 (28.6%) | 0 (0.0%) | 87 (23.8%) | 7 (2.2%) | 635 (71.4%) |
| gliner2-hivetrace-omni-ru | 604 (15.7%) | 82 (9.8%) | 30 (2.5%) | 172 (32.0%) | 7 (13.0%) | 681 (58.7%) | 3 (27.3%) | 42 (11.5%) | 12 (3.7%) | 372 (41.8%) |
| mmbert32k | 819 (21.3%) | 310 (37.1%) | 11 (0.9%) | 25 (4.6%) | 1 (1.9%) | 68 (5.9%) | 3 (27.3%) | 146 (39.9%) | 2 (0.6%) | 626 (70.4%) |
| openmed-multilingual | 613 (15.9%) | 168 (20.1%) | 18 (1.5%) | 88 (16.4%) | 0 (0.0%) | 369 (31.8%) | 0 (0.0%) | 232 (63.4%) | 10 (3.1%) | 538 (60.5%) |
| ru-pii-ner | 55 (1.4%) | 367 (44.0%) | 126 (10.5%) | 89 (16.5%) | 27 (50.0%) | 212 (18.3%) | 4 (36.4%) | 349 (95.4%) | 4 (1.2%) | 825 (92.8%) |
| ru-legal-ner | 599 (15.5%) | 258 (30.9%) | 35 (2.9%) | 51 (9.5%) | 29 (53.7%) | 375 (32.3%) | 0 (0.0%) | 84 (23.0%) | 7 (2.2%) | 652 (73.3%) |
| openmed-nemotron | 366 (9.5%) | 139 (16.6%) | 41 (3.4%) | 335 (62.3%) | 7 (13.0%) | 626 (54.0%) | 0 (0.0%) | 200 (54.6%) | 24 (7.4%) | 632 (71.1%) |
| gliner25-fastino+ov100 | 216 (5.6%) | 49 (5.9%) | 15 (1.3%) | 343 (63.8%) | 9 (16.7%) | 988 (85.2%) | 7 (63.6%) | 48 (13.1%) | 233 (71.9%) | 499 (56.1%) |
| gliner2-fastino-ru | 1232 (32.0%) | 34 (4.1%) | 30 (2.5%) | 72 (13.4%) | 6 (11.1%) | 713 (61.5%) | 0 (0.0%) | 23 (6.3%) | 0 (0.0%) | 325 (36.6%) |
| gliner25-fastino | 216 (5.6%) | 57 (6.8%) | 24 (2.0%) | 349 (64.9%) | 7 (13.0%) | 984 (84.8%) | 6 (54.5%) | 48 (13.1%) | 244 (75.3%) | 504 (56.7%) |
| opf-ru-v2+sent300 | 327 (8.5%) | 237 (28.4%) | 36 (3.0%) | 63 (11.7%) | 2 (3.7%) | 470 (40.5%) | 0 (0.0%) | 260 (71.0%) | 317 (97.8%) | 751 (84.5%) |
| gliner25-fastino+sent300 | 176 (4.6%) | 53 (6.3%) | 40 (3.3%) | 391 (72.7%) | 12 (22.2%) | 1008 (86.9%) | 7 (63.6%) | 40 (10.9%) | 236 (72.8%) | 529 (59.5%) |
| opf-ru-v2+ov100 | 352 (9.1%) | 236 (28.3%) | 38 (3.2%) | 78 (14.5%) | 3 (5.6%) | 470 (40.5%) | 0 (0.0%) | 268 (73.2%) | 309 (95.4%) | 750 (84.4%) |
| opf-ru-v2 | 381 (9.9%) | 240 (28.7%) | 41 (3.4%) | 76 (14.1%) | 4 (7.4%) | 472 (40.7%) | 0 (0.0%) | 270 (73.8%) | 310 (95.7%) | 769 (86.5%) |
| gliner-nvidia-ru | 961 (24.9%) | 89 (10.7%) | 47 (3.9%) | 170 (31.6%) | 16 (29.6%) | 714 (61.6%) | 0 (0.0%) | 139 (38.0%) | 4 (1.2%) | 431 (48.5%) |
| kalyan-ettin | 604 (15.7%) | 99 (11.9%) | 66 (5.5%) | 367 (68.2%) | 1 (1.9%) | 507 (43.7%) | 2 (18.2%) | 247 (67.5%) | 19 (5.9%) | 706 (79.4%) |
| traciora | 437 (11.3%) | 215 (25.7%) | 20 (1.7%) | 169 (31.4%) | 12 (22.2%) | 598 (51.6%) | 0 (0.0%) | 257 (70.2%) | 297 (91.7%) | 747 (84.0%) |
| pii-shield-onnx | 1100 (28.5%) | 168 (20.1%) | 14 (1.2%) | 209 (38.8%) | 12 (22.2%) | 246 (21.2%) | 0 (0.0%) | 291 (79.5%) | 41 (12.7%) | 679 (76.4%) |
| gliner25-fastino-ru | 838 (21.7%) | 68 (8.1%) | 16 (1.3%) | 279 (51.9%) | 6 (11.1%) | 926 (79.8%) | 3 (27.3%) | 54 (14.8%) | 161 (49.7%) | 507 (57.0%) |
| gliner25-fastino+nochunk | 670 (17.4%) | 82 (9.8%) | 33 (2.8%) | 325 (60.4%) | 4 (7.4%) | 927 (79.9%) | 5 (45.5%) | 65 (17.8%) | 237 (73.1%) | 529 (59.5%) |
| fef2-secret-ru | 263 (6.8%) | 71 (8.5%) | 517 (43.1%) | 472 (87.7%) | 53 (98.1%) | 443 (38.2%) | 1 (9.1%) | 55 (15.0%) | 322 (99.4%) | 737 (82.9%) |
| gliner-multi-v21 | 280 (7.3%) | 48 (5.7%) | 660 (55.0%) | 489 (90.9%) | 11 (20.4%) | 929 (80.1%) | 6 (54.5%) | 27 (7.4%) | 67 (20.7%) | 471 (53.0%) |
| gliner-pii-edge | 1145 (29.7%) | 303 (36.3%) | 87 (7.3%) | 233 (43.3%) | 3 (5.6%) | 491 (42.3%) | 1 (9.1%) | 109 (29.8%) | 247 (76.2%) | 372 (41.8%) |
| gliner2-large | 1407 (36.5%) | 203 (24.3%) | 26 (2.2%) | 209 (38.8%) | 7 (13.0%) | 690 (59.5%) | 0 (0.0%) | 110 (30.1%) | 18 (5.6%) | 391 (44.0%) |
| mmbert32k+nochunk | 1830 (47.5%) | 400 (47.9%) | 70 (5.8%) | 49 (9.1%) | 0 (0.0%) | 124 (10.7%) | 3 (27.3%) | 201 (54.9%) | 11 (3.4%) | 645 (72.6%) |
| stanza-ru | 74 (1.9%) | 41 (4.9%) | 1088 (90.7%) | 498 (92.6%) | 54 (100.0%) | 633 (54.6%) | 6 (54.5%) | 41 (11.2%) | 318 (98.1%) | 635 (71.4%) |
| gliner25-fastino-ru+nochunk | 1449 (37.6%) | 63 (7.5%) | 41 (3.4%) | 254 (47.2%) | 4 (7.4%) | 883 (76.1%) | 4 (36.4%) | 87 (23.8%) | 130 (40.1%) | 482 (54.2%) |
| ner-ru-gherman | 27 (0.7%) | 21 (2.5%) | 632 (52.7%) | 538 (100.0%) | 54 (100.0%) | 1003 (86.5%) | 10 (90.9%) | 297 (81.1%) | 324 (100.0%) | 744 (83.7%) |
| davlan-xlmr | 48 (1.2%) | 18 (2.2%) | 928 (77.4%) | 538 (100.0%) | 54 (100.0%) | 1039 (89.6%) | 11 (100.0%) | 27 (7.4%) | 324 (100.0%) | 736 (82.8%) |
| davlan-mbert | 50 (1.3%) | 17 (2.0%) | 1039 (86.7%) | 538 (100.0%) | 54 (100.0%) | 1062 (91.6%) | 11 (100.0%) | 35 (9.6%) | 324 (100.0%) | 729 (82.0%) |
| ner-ru-yqelz | 399 (10.4%) | 27 (3.2%) | 1045 (87.2%) | 507 (94.2%) | 54 (100.0%) | 1096 (94.5%) | 10 (90.9%) | 102 (27.9%) | 316 (97.5%) | 540 (60.7%) |
| gliner2-vladlinv | 1246 (32.3%) | 437 (52.3%) | 150 (12.5%) | 397 (73.8%) | 40 (74.1%) | 980 (84.5%) | 7 (63.6%) | 351 (95.9%) | 3 (0.9%) | 852 (95.8%) |
| gliner2-vladlinv-ru | 1563 (40.6%) | 407 (48.7%) | 150 (12.5%) | 270 (50.2%) | 40 (74.1%) | 916 (79.0%) | 5 (45.5%) | 352 (96.2%) | 7 (2.2%) | 833 (93.7%) |
| spacy-ru-lg | 697 (18.1%) | 48 (5.7%) | 1145 (95.5%) | 517 (96.1%) | 52 (96.3%) | 1086 (93.6%) | 11 (100.0%) | 46 (12.6%) | 320 (98.8%) | 730 (82.1%) |
| natasha | 776 (20.1%) | 54 (6.5%) | 1180 (98.4%) | 532 (98.9%) | 54 (100.0%) | 991 (85.4%) | 11 (100.0%) | 50 (13.7%) | 324 (100.0%) | 727 (81.8%) |
| gravitee-small | 2017 (52.3%) | 283 (33.9%) | 132 (11.0%) | 310 (57.6%) | 6 (11.1%) | 1030 (88.8%) | 6 (54.5%) | 283 (77.3%) | 16 (4.9%) | 702 (79.0%) |
| spacy-alrosait | 537 (13.9%) | 128 (15.3%) | 1184 (98.7%) | 534 (99.3%) | 54 (100.0%) | 1159 (99.9%) | 11 (100.0%) | 319 (87.2%) | 322 (99.4%) | 801 (90.1%) |
| gliner-stream-pii | 2245 (58.3%) | 512 (61.3%) | 484 (40.4%) | 280 (52.0%) | 9 (16.7%) | 755 (65.1%) | 4 (36.4%) | 278 (76.0%) | 56 (17.3%) | 568 (63.9%) |
| gliner-urchade-ru | 3593 (93.2%) | 52 (6.2%) | 164 (13.7%) | 163 (30.3%) | 4 (7.4%) | 870 (75.0%) | 1 (9.1%) | 22 (6.0%) | 14 (4.3%) | 333 (37.5%) |
| gliner-pii-base | 3233 (83.9%) | 304 (36.4%) | 151 (12.6%) | 370 (68.8%) | 10 (18.5%) | 809 (69.7%) | 5 (45.5%) | 77 (21.0%) | 277 (85.5%) | 696 (78.3%) |
| gliner-multi-v21-ru | 3082 (80.0%) | 29 (3.5%) | 900 (75.1%) | 470 (87.4%) | 10 (18.5%) | 1066 (91.9%) | 6 (54.5%) | 40 (10.9%) | 96 (29.6%) | 570 (64.1%) |
| gliner2-hivetrace-uni-ru | 3352 (87.0%) | 452 (54.1%) | 1166 (97.2%) | 374 (69.5%) | 52 (96.3%) | 752 (64.8%) | 10 (90.9%) | 224 (61.2%) | 163 (50.3%) | 862 (97.0%) |
| rules-ru | 3825 (99.2%) | 834 (99.9%) | 46 (3.8%) | 410 (76.2%) | 8 (14.8%) | 976 (84.1%) | 9 (81.8%) | 194 (53.0%) | 324 (100.0%) | 875 (98.4%) |

## Char recall by gold type

| type | group | bardsai-eu | pplx+ov100 | pplx | pplx+sent300 | gliner-nvidia+sent300 | gliner-nvidia | gliner-urchade | gliner-nvidia+ov100 | nym-base+sent300 | gliner2-fastino | gliner2-hivetrace-omni | nym-base+ov100 | nym-base | apararti | nym-small | nuner-zero | openai-base | opf-ru | ru-legal-ner+sent300 | opf-kz-ru | gliner2-hivetrace-uni | ru-legal-ner+ov100 | gliner2-hivetrace-omni-ru | mmbert32k | openmed-multilingual | ru-pii-ner | ru-legal-ner | openmed-nemotron | gliner25-fastino+ov100 | gliner2-fastino-ru | gliner25-fastino | opf-ru-v2+sent300 | gliner25-fastino+sent300 | opf-ru-v2+ov100 | opf-ru-v2 | gliner-nvidia-ru | kalyan-ettin | traciora | pii-shield-onnx | gliner25-fastino-ru | gliner25-fastino+nochunk | fef2-secret-ru | gliner-multi-v21 | gliner-pii-edge | gliner2-large | mmbert32k+nochunk | stanza-ru | gliner25-fastino-ru+nochunk | ner-ru-gherman | davlan-xlmr | davlan-mbert | ner-ru-yqelz | gliner2-vladlinv | gliner2-vladlinv-ru | spacy-ru-lg | natasha | gravitee-small | spacy-alrosait | gliner-stream-pii | gliner-urchade-ru | gliner-pii-base | gliner-multi-v21-ru | gliner2-hivetrace-uni-ru | rules-ru |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Account_Statements | OTHER | 0.346 | 0.372 | 0.363 | 0.319 | 0.276 | 0.228 | 0.195 | 0.233 | 0.247 | 0.224 | 0.308 | 0.249 | 0.249 | 0.400 | 0.278 | 0.231 | 0.369 | 0.236 | 0.268 | 0.366 | 0.239 | 0.282 | 0.331 | 0.296 | 0.243 | 0.256 | 0.262 | 0.258 | 0.152 | 0.202 | 0.147 | 0.263 | 0.146 | 0.251 | 0.249 | 0.190 | 0.201 | 0.241 | 0.222 | 0.164 | 0.180 | 0.181 | 0.150 | 0.269 | 0.251 | 0.292 | 0.361 | 0.166 | 0.074 | 0.073 | 0.080 | 0.131 | 0.085 | 0.134 | 0.122 | 0.051 | 0.243 | 0.030 | 0.085 | 0.198 | 0.086 | 0.097 | 0.060 | 0.112 |
| Address_Personal | ADDRESS | 0.945 | 0.998 | 0.998 | 0.973 | 0.764 | 0.734 | 0.554 | 0.739 | 0.815 | 0.235 | 0.260 | 0.822 | 0.822 | 0.998 | 0.832 | 0.936 | 0.999 | 0.582 | 0.932 | 0.931 | 0.280 | 0.941 | 0.257 | 0.473 | 0.487 | 0.965 | 0.943 | 0.815 | 0.954 | 0.234 | 0.959 | 0.972 | 0.896 | 0.995 | 0.995 | 0.586 | 0.461 | 0.999 | 0.752 | 0.937 | 0.951 | 0.332 | 0.710 | 0.248 | 0.411 | 0.348 | 0.444 | 0.952 | 0.673 | 0.654 | 0.525 | 0.494 | 0.844 | 0.870 | 0.390 | 0.281 | 0.936 | 0.904 | 0.222 | 0.537 | 0.147 | 0.714 | 0.084 | 0.000 |
| Address_Work | ADDRESS | 0.912 | 0.986 | 0.989 | 0.942 | 0.690 | 0.689 | 0.537 | 0.698 | 0.782 | 0.210 | 0.305 | 0.809 | 0.807 | 0.965 | 0.794 | 0.931 | 0.952 | 0.564 | 0.876 | 0.841 | 0.317 | 0.899 | 0.283 | 0.570 | 0.499 | 0.034 | 0.895 | 0.661 | 0.930 | 0.207 | 0.927 | 0.871 | 0.901 | 0.931 | 0.929 | 0.515 | 0.530 | 0.968 | 0.744 | 0.912 | 0.874 | 0.383 | 0.753 | 0.306 | 0.615 | 0.404 | 0.452 | 0.895 | 0.692 | 0.648 | 0.551 | 0.515 | 0.000 | 0.010 | 0.395 | 0.340 | 0.831 | 0.777 | 0.204 | 0.575 | 0.168 | 0.756 | 0.105 | 0.001 |
| Age | OTHER | 0.301 | 0.474 | 0.409 | 0.338 | 0.521 | 0.504 | 0.456 | 0.507 | 0.540 | 0.580 | 0.298 | 0.537 | 0.530 | 0.386 | 0.346 | 0.583 | 0.234 | 0.020 | 0.091 | 0.362 | 0.066 | 0.189 | 0.367 | 0.494 | 0.544 | 0.013 | 0.147 | 0.366 | 0.435 | 0.595 | 0.458 | 0.005 | 0.448 | 0.007 | 0.000 | 0.524 | 0.356 | 0.000 | 0.343 | 0.400 | 0.415 | 0.000 | 0.567 | 0.476 | 0.613 | 0.455 | 0.030 | 0.427 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.020 | 0.000 | 0.000 | 0.486 | 0.000 | 0.122 | 0.517 | 0.158 | 0.524 | 0.000 | 0.007 |
| Allergy_Information | OTHER | 0.110 | 0.405 | 0.389 | 0.226 | 0.217 | 0.153 | 0.614 | 0.193 | 0.045 | 0.365 | 0.491 | 0.045 | 0.041 | 0.088 | 0.048 | 0.402 | 0.063 | 0.170 | 0.336 | 0.085 | 0.009 | 0.269 | 0.514 | 0.058 | 0.054 | 0.039 | 0.246 | 0.074 | 0.278 | 0.246 | 0.247 | 0.058 | 0.240 | 0.057 | 0.060 | 0.033 | 0.060 | 0.100 | 0.053 | 0.243 | 0.344 | 0.033 | 0.158 | 0.279 | 0.133 | 0.070 | 0.151 | 0.357 | 0.029 | 0.017 | 0.017 | 0.370 | 0.000 | 0.000 | 0.017 | 0.036 | 0.016 | 0.006 | 0.263 | 0.459 | 0.123 | 0.016 | 0.000 | 0.000 |
| Building_Badge_Card_Number | ACCOUNT | 0.422 | 0.763 | 0.812 | 0.821 | 0.412 | 0.394 | 0.446 | 0.380 | 0.519 | 0.441 | 0.463 | 0.490 | 0.462 | 0.776 | 0.567 | 0.301 | 0.680 | 0.464 | 0.393 | 0.844 | 0.540 | 0.471 | 0.321 | 0.625 | 0.570 | 0.704 | 0.494 | 0.162 | 0.229 | 0.637 | 0.231 | 0.549 | 0.241 | 0.524 | 0.496 | 0.379 | 0.374 | 0.308 | 0.271 | 0.404 | 0.237 | 0.183 | 0.155 | 0.417 | 0.399 | 0.439 | 0.493 | 0.325 | 0.139 | 0.000 | 0.047 | 0.157 | 0.215 | 0.456 | 0.028 | 0.103 | 0.082 | 0.000 | 0.187 | 0.592 | 0.132 | 0.153 | 0.159 | 0.012 |
| Citizenship_Status | OTHER | 0.277 | 0.282 | 0.264 | 0.170 | 0.581 | 0.409 | 0.472 | 0.393 | 0.135 | 0.327 | 0.204 | 0.126 | 0.125 | 0.129 | 0.173 | 0.441 | 0.113 | 0.174 | 0.087 | 0.049 | 0.043 | 0.015 | 0.209 | 0.028 | 0.108 | 0.034 | 0.045 | 0.085 | 0.124 | 0.233 | 0.090 | 0.065 | 0.108 | 0.051 | 0.056 | 0.276 | 0.070 | 0.095 | 0.078 | 0.100 | 0.146 | 0.149 | 0.134 | 0.149 | 0.388 | 0.016 | 0.215 | 0.096 | 0.142 | 0.125 | 0.130 | 0.149 | 0.067 | 0.049 | 0.137 | 0.126 | 0.122 | 0.063 | 0.134 | 0.332 | 0.035 | 0.113 | 0.000 | 0.000 |
| City | ADDRESS | 0.989 | 0.798 | 0.777 | 0.870 | 0.954 | 0.917 | 0.941 | 0.927 | 0.946 | 0.993 | 0.860 | 0.926 | 0.908 | 0.697 | 0.944 | 0.874 | 0.681 | 0.553 | 0.552 | 0.567 | 0.884 | 0.517 | 0.867 | 0.343 | 0.620 | 0.484 | 0.517 | 0.725 | 0.918 | 0.985 | 0.895 | 0.585 | 0.912 | 0.595 | 0.590 | 0.901 | 0.808 | 0.639 | 0.671 | 0.874 | 0.876 | 0.900 | 0.917 | 0.570 | 0.709 | 0.174 | 0.936 | 0.889 | 0.983 | 0.984 | 0.991 | 0.992 | 0.373 | 0.419 | 0.923 | 0.930 | 0.445 | 0.822 | 0.319 | 0.956 | 0.566 | 0.952 | 0.346 | 0.000 |
| Compensation_and_Salary | OTHER | 0.946 | 0.644 | 0.572 | 0.233 | 0.712 | 0.709 | 0.763 | 0.718 | 0.029 | 0.932 | 0.902 | 0.008 | 0.011 | 0.265 | 0.047 | 0.907 | 0.070 | 0.033 | 0.097 | 0.215 | 0.124 | 0.087 | 0.919 | 0.121 | 0.103 | 0.005 | 0.083 | 0.009 | 0.434 | 0.927 | 0.473 | 0.084 | 0.436 | 0.108 | 0.092 | 0.461 | 0.018 | 0.020 | 0.100 | 0.696 | 0.307 | 0.000 | 0.516 | 0.829 | 0.877 | 0.131 | 0.000 | 0.547 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.065 | 0.000 | 0.554 | 0.783 | 0.125 | 0.557 | 0.000 | 0.000 |
| Country_of_Residence | ADDRESS | 0.547 | 0.429 | 0.317 | 0.659 | 0.707 | 0.707 | 0.554 | 0.707 | 0.662 | 0.592 | 0.498 | 0.662 | 0.662 | 0.150 | 0.662 | 0.481 | 0.000 | 0.077 | 0.181 | 0.000 | 0.338 | 0.017 | 0.453 | 0.132 | 0.286 | 0.052 | 0.038 | 0.439 | 0.453 | 0.617 | 0.453 | 0.080 | 0.523 | 0.063 | 0.063 | 0.470 | 0.387 | 0.066 | 0.345 | 0.401 | 0.477 | 0.463 | 0.470 | 0.432 | 0.376 | 0.042 | 0.564 | 0.425 | 0.645 | 0.679 | 0.659 | 0.627 | 0.160 | 0.160 | 0.589 | 0.606 | 0.087 | 0.463 | 0.094 | 0.578 | 0.296 | 0.554 | 0.178 | 0.000 |
| Credit_Card_Numbers | ID | 0.397 | 0.547 | 0.544 | 0.536 | 0.309 | 0.284 | 0.334 | 0.260 | 0.346 | 0.490 | 0.542 | 0.301 | 0.330 | 0.759 | 0.374 | 0.183 | 0.622 | 0.252 | 0.422 | 0.798 | 0.363 | 0.344 | 0.527 | 0.405 | 0.344 | 0.536 | 0.367 | 0.264 | 0.188 | 0.461 | 0.147 | 0.335 | 0.062 | 0.273 | 0.299 | 0.397 | 0.183 | 0.232 | 0.170 | 0.591 | 0.323 | 0.060 | 0.036 | 0.295 | 0.384 | 0.321 | 0.045 | 0.680 | 0.000 | 0.000 | 0.000 | 0.145 | 0.109 | 0.244 | 0.023 | 0.015 | 0.371 | 0.023 | 0.301 | 0.351 | 0.067 | 0.015 | 0.040 | 0.043 |
| Crime | OTHER | 0.094 | 0.092 | 0.075 | 0.067 | 0.115 | 0.079 | 0.517 | 0.085 | 0.055 | 0.096 | 0.031 | 0.048 | 0.052 | 0.126 | 0.040 | 0.103 | 0.126 | 0.066 | 0.128 | 0.127 | 0.023 | 0.086 | 0.015 | 0.075 | 0.037 | 0.075 | 0.063 | 0.037 | 0.013 | 0.032 | 0.003 | 0.075 | 0.001 | 0.066 | 0.068 | 0.021 | 0.062 | 0.066 | 0.049 | 0.013 | 0.006 | 0.037 | 0.110 | 0.143 | 0.039 | 0.077 | 0.050 | 0.012 | 0.016 | 0.017 | 0.031 | 0.087 | 0.000 | 0.026 | 0.028 | 0.023 | 0.062 | 0.000 | 0.028 | 0.157 | 0.015 | 0.033 | 0.014 | 0.000 |
| Customer_Reference_Number | ACCOUNT | 0.933 | 0.964 | 0.964 | 0.955 | 0.579 | 0.510 | 0.304 | 0.475 | 0.211 | 0.396 | 0.428 | 0.213 | 0.209 | 0.920 | 0.228 | 0.497 | 0.788 | 0.541 | 0.445 | 0.911 | 0.487 | 0.488 | 0.255 | 0.749 | 0.472 | 0.724 | 0.460 | 0.216 | 0.063 | 0.304 | 0.051 | 0.445 | 0.038 | 0.433 | 0.425 | 0.270 | 0.280 | 0.365 | 0.759 | 0.107 | 0.120 | 0.602 | 0.056 | 0.554 | 0.238 | 0.681 | 0.176 | 0.162 | 0.002 | 0.001 | 0.006 | 0.022 | 0.058 | 0.157 | 0.040 | 0.130 | 0.092 | 0.001 | 0.212 | 0.121 | 0.149 | 0.028 | 0.187 | 0.047 |
| Date_of_Birth | DATE | 0.971 | 0.982 | 0.987 | 0.967 | 0.927 | 0.953 | 0.951 | 0.950 | 0.953 | 0.996 | 0.967 | 0.945 | 0.941 | 0.956 | 0.849 | 0.945 | 0.965 | 0.840 | 0.961 | 0.943 | 0.802 | 0.935 | 0.954 | 0.875 | 0.886 | 0.953 | 0.931 | 0.823 | 0.278 | 0.996 | 0.244 | 0.009 | 0.285 | 0.023 | 0.013 | 0.934 | 0.776 | 0.029 | 0.759 | 0.532 | 0.287 | 0.016 | 0.792 | 0.213 | 0.926 | 0.801 | 0.017 | 0.603 | 0.000 | 0.000 | 0.000 | 0.053 | 0.954 | 0.943 | 0.011 | 0.000 | 0.850 | 0.002 | 0.667 | 0.957 | 0.131 | 0.695 | 0.449 | 0.000 |
| Driving_License_Number | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.989 | 1.000 | 0.878 | 0.978 | 0.978 | 1.000 | 0.978 | 0.256 | 1.000 | 0.689 | 0.922 | 0.989 | 0.878 | 0.900 | 0.878 | 0.878 | 0.889 | 0.744 | 0.778 | 0.689 | 0.489 | 1.000 | 0.622 | 0.967 | 0.244 | 0.856 | 0.956 | 0.878 | 0.189 | 0.789 | 0.922 | 1.000 | 0.367 | 0.000 | 0.000 | 1.000 | 1.000 | 0.778 | 0.133 | 0.867 | 0.000 | 0.000 | 0.000 | 0.044 | 0.133 | 0.633 | 0.000 | 0.000 | 0.122 | 0.000 | 0.200 | 1.000 | 0.122 | 0.000 | 0.378 | 0.622 |
| Emergency_Contact_Details | CONTACT | 0.484 | 0.571 | 0.558 | 0.549 | 0.431 | 0.431 | 0.555 | 0.417 | 0.501 | 0.446 | 0.426 | 0.512 | 0.512 | 0.490 | 0.507 | 0.466 | 0.502 | 0.493 | 0.492 | 0.489 | 0.400 | 0.501 | 0.393 | 0.373 | 0.466 | 0.512 | 0.479 | 0.481 | 0.447 | 0.415 | 0.443 | 0.501 | 0.532 | 0.501 | 0.501 | 0.278 | 0.432 | 0.510 | 0.446 | 0.403 | 0.337 | 0.410 | 0.415 | 0.451 | 0.300 | 0.298 | 0.404 | 0.283 | 0.347 | 0.307 | 0.346 | 0.364 | 0.393 | 0.408 | 0.270 | 0.270 | 0.327 | 0.258 | 0.164 | 0.274 | 0.176 | 0.182 | 0.018 | 0.138 |
| Employee_ID_Number | ACCOUNT | 0.819 | 0.986 | 0.984 | 0.982 | 0.777 | 0.715 | 0.855 | 0.725 | 0.704 | 0.737 | 0.694 | 0.666 | 0.669 | 0.865 | 0.671 | 0.806 | 0.780 | 0.587 | 0.555 | 0.888 | 0.710 | 0.558 | 0.505 | 0.654 | 0.717 | 0.912 | 0.503 | 0.594 | 0.257 | 0.475 | 0.332 | 0.463 | 0.307 | 0.476 | 0.447 | 0.511 | 0.635 | 0.398 | 0.729 | 0.315 | 0.360 | 0.559 | 0.415 | 0.640 | 0.547 | 0.604 | 0.265 | 0.320 | 0.314 | 0.220 | 0.265 | 0.121 | 0.310 | 0.202 | 0.140 | 0.238 | 0.109 | 0.000 | 0.573 | 0.331 | 0.508 | 0.130 | 0.449 | 0.020 |
| First_Given_Name | PERSON | 0.966 | 1.000 | 1.000 | 1.000 | 0.955 | 0.926 | 0.913 | 0.923 | 0.962 | 0.861 | 0.830 | 0.947 | 0.948 | 0.830 | 0.867 | 0.786 | 0.884 | 0.953 | 0.780 | 0.806 | 0.854 | 0.729 | 0.710 | 0.642 | 0.819 | 0.960 | 0.720 | 0.908 | 0.858 | 0.606 | 0.856 | 0.837 | 0.868 | 0.826 | 0.820 | 0.500 | 0.870 | 0.824 | 0.583 | 0.680 | 0.721 | 0.816 | 0.889 | 0.789 | 0.605 | 0.360 | 0.959 | 0.530 | 0.994 | 0.967 | 0.970 | 0.805 | 0.629 | 0.558 | 0.734 | 0.675 | 0.408 | 0.741 | 0.342 | 0.061 | 0.211 | 0.173 | 0.137 | 0.010 |
| Full_Name | PERSON | 0.997 | 0.998 | 0.998 | 0.996 | 0.757 | 0.740 | 0.996 | 0.741 | 0.948 | 0.908 | 0.953 | 0.948 | 0.947 | 0.957 | 0.941 | 0.816 | 0.971 | 0.941 | 0.951 | 0.917 | 0.925 | 0.932 | 0.843 | 0.703 | 0.808 | 0.994 | 0.919 | 0.846 | 0.977 | 0.693 | 0.975 | 0.972 | 0.982 | 0.971 | 0.964 | 0.440 | 0.714 | 0.936 | 0.772 | 0.842 | 0.875 | 0.970 | 0.948 | 0.661 | 0.583 | 0.414 | 0.993 | 0.678 | 0.891 | 0.998 | 0.995 | 0.963 | 0.642 | 0.558 | 0.855 | 0.834 | 0.544 | 0.929 | 0.285 | 0.034 | 0.062 | 0.204 | 0.136 | 0.002 |
| Gender | OTHER | 0.417 | 0.852 | 0.867 | 0.884 | 0.828 | 0.804 | 0.864 | 0.779 | 0.839 | 0.850 | 0.609 | 0.892 | 0.888 | 0.224 | 0.800 | 0.850 | 0.135 | 0.058 | 0.095 | 0.138 | 0.043 | 0.082 | 0.602 | 0.058 | 0.295 | 0.034 | 0.043 | 0.542 | 0.707 | 0.865 | 0.652 | 0.073 | 0.656 | 0.030 | 0.041 | 0.839 | 0.170 | 0.170 | 0.054 | 0.555 | 0.705 | 0.037 | 0.353 | 0.409 | 0.811 | 0.028 | 0.200 | 0.600 | 0.036 | 0.041 | 0.024 | 0.047 | 0.037 | 0.049 | 0.036 | 0.080 | 0.209 | 0.024 | 0.447 | 0.856 | 0.249 | 0.295 | 0.022 | 0.000 |
| Geolocation_Data | ADDRESS | 0.103 | 0.374 | 0.408 | 0.438 | 0.287 | 0.299 | 0.291 | 0.250 | 0.252 | 0.183 | 0.185 | 0.238 | 0.238 | 0.483 | 0.257 | 0.204 | 0.437 | 0.327 | 0.342 | 0.464 | 0.136 | 0.384 | 0.185 | 0.321 | 0.345 | 0.103 | 0.372 | 0.297 | 0.130 | 0.157 | 0.112 | 0.148 | 0.106 | 0.189 | 0.189 | 0.276 | 0.258 | 0.037 | 0.156 | 0.101 | 0.079 | 0.000 | 0.167 | 0.266 | 0.136 | 0.326 | 0.047 | 0.135 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.005 | 0.005 | 0.103 | 0.000 | 0.148 | 0.250 | 0.093 | 0.181 | 0.008 | 0.000 |
| Last_Family_Name | PERSON | 0.968 | 0.997 | 0.991 | 0.992 | 0.961 | 0.924 | 0.946 | 0.926 | 0.988 | 0.871 | 0.846 | 0.985 | 0.986 | 0.906 | 0.958 | 0.793 | 0.926 | 0.939 | 0.852 | 0.849 | 0.806 | 0.818 | 0.801 | 0.819 | 0.760 | 0.988 | 0.796 | 0.868 | 0.858 | 0.627 | 0.851 | 0.906 | 0.877 | 0.899 | 0.885 | 0.791 | 0.735 | 0.873 | 0.711 | 0.698 | 0.707 | 0.952 | 0.915 | 0.666 | 0.589 | 0.561 | 0.954 | 0.558 | 0.978 | 0.958 | 0.956 | 0.858 | 0.609 | 0.539 | 0.674 | 0.716 | 0.418 | 0.741 | 0.389 | 0.090 | 0.086 | 0.195 | 0.148 | 0.011 |
| Location | ADDRESS | 0.960 | 0.776 | 0.734 | 0.846 | 0.456 | 0.516 | 0.895 | 0.395 | 0.871 | 0.687 | 0.558 | 0.888 | 0.876 | 0.794 | 0.636 | 0.797 | 0.477 | 0.360 | 0.671 | 0.379 | 0.717 | 0.519 | 0.565 | 0.512 | 0.526 | 0.107 | 0.526 | 0.390 | 0.512 | 0.633 | 0.481 | 0.572 | 0.474 | 0.493 | 0.500 | 0.407 | 0.414 | 0.565 | 0.664 | 0.371 | 0.343 | 0.689 | 0.596 | 0.498 | 0.437 | 0.196 | 0.776 | 0.586 | 0.554 | 0.834 | 0.813 | 0.783 | 0.014 | 0.028 | 0.776 | 0.607 | 0.329 | 0.414 | 0.082 | 0.895 | 0.096 | 0.537 | 0.105 | 0.000 |
| Marital_Status | OTHER | 0.890 | 0.977 | 0.977 | 0.958 | 0.977 | 0.977 | 1.000 | 0.977 | 0.614 | 1.000 | 0.936 | 0.682 | 0.614 | 0.023 | 0.500 | 0.833 | 0.000 | 0.023 | 0.045 | 0.023 | 0.000 | 0.045 | 0.686 | 0.000 | 0.288 | 0.000 | 0.000 | 0.000 | 0.803 | 1.000 | 0.841 | 0.023 | 0.898 | 0.023 | 0.023 | 0.875 | 0.023 | 0.000 | 0.000 | 1.000 | 0.705 | 0.000 | 0.720 | 0.261 | 0.977 | 0.000 | 0.114 | 0.962 | 0.000 | 0.000 | 0.000 | 0.000 | 0.159 | 0.508 | 0.023 | 0.000 | 0.000 | 0.023 | 0.534 | 1.000 | 0.057 | 0.254 | 0.000 | 0.000 |
| Medical_Information | OTHER | 0.134 | 0.462 | 0.468 | 0.172 | 0.317 | 0.145 | 0.448 | 0.130 | 0.010 | 0.362 | 0.408 | 0.021 | 0.008 | 0.165 | 0.019 | 0.429 | 0.115 | 0.218 | 0.296 | 0.124 | 0.024 | 0.281 | 0.366 | 0.062 | 0.038 | 0.005 | 0.269 | 0.114 | 0.143 | 0.323 | 0.158 | 0.111 | 0.064 | 0.085 | 0.067 | 0.013 | 0.009 | 0.119 | 0.159 | 0.186 | 0.186 | 0.063 | 0.169 | 0.271 | 0.126 | 0.033 | 0.178 | 0.337 | 0.000 | 0.002 | 0.019 | 0.636 | 0.000 | 0.002 | 0.032 | 0.031 | 0.046 | 0.014 | 0.033 | 0.200 | 0.019 | 0.029 | 0.011 | 0.000 |
| National_Identification_Number | ID | 0.869 | 0.937 | 0.938 | 0.926 | 0.738 | 0.649 | 0.567 | 0.674 | 0.908 | 0.825 | 0.599 | 0.905 | 0.904 | 0.906 | 0.916 | 0.676 | 0.861 | 0.821 | 0.873 | 0.939 | 0.865 | 0.882 | 0.605 | 0.868 | 0.817 | 0.817 | 0.878 | 0.280 | 0.359 | 0.869 | 0.330 | 0.866 | 0.243 | 0.852 | 0.850 | 0.544 | 0.208 | 0.648 | 0.629 | 0.419 | 0.355 | 0.120 | 0.058 | 0.533 | 0.543 | 0.805 | 0.049 | 0.469 | 0.000 | 0.000 | 0.000 | 0.019 | 0.236 | 0.471 | 0.032 | 0.006 | 0.395 | 0.000 | 0.184 | 0.631 | 0.304 | 0.065 | 0.277 | 0.207 |
| Nationality | OTHER | 0.841 | 0.769 | 0.779 | 0.731 | 0.869 | 0.912 | 0.876 | 0.865 | 0.846 | 0.873 | 0.741 | 0.830 | 0.847 | 0.422 | 0.820 | 0.884 | 0.246 | 0.155 | 0.303 | 0.171 | 0.220 | 0.207 | 0.666 | 0.041 | 0.603 | 0.000 | 0.209 | 0.232 | 0.668 | 0.859 | 0.627 | 0.230 | 0.530 | 0.220 | 0.187 | 0.839 | 0.267 | 0.232 | 0.250 | 0.526 | 0.590 | 0.436 | 0.838 | 0.520 | 0.904 | 0.042 | 0.692 | 0.598 | 0.771 | 0.816 | 0.807 | 0.836 | 0.066 | 0.034 | 0.809 | 0.764 | 0.182 | 0.744 | 0.316 | 0.915 | 0.504 | 0.834 | 0.017 | 0.000 |
| Org_Name | ORG | 0.880 | 0.078 | 0.070 | 0.110 | 0.824 | 0.746 | 0.948 | 0.746 | 0.837 | 0.746 | 0.781 | 0.778 | 0.787 | 0.234 | 0.790 | 0.822 | 0.181 | 0.186 | 0.642 | 0.125 | 0.394 | 0.624 | 0.786 | 0.324 | 0.257 | 0.035 | 0.620 | 0.303 | 0.751 | 0.764 | 0.738 | 0.209 | 0.725 | 0.194 | 0.198 | 0.472 | 0.183 | 0.232 | 0.154 | 0.735 | 0.746 | 0.856 | 0.843 | 0.396 | 0.624 | 0.217 | 0.803 | 0.691 | 0.108 | 0.928 | 0.875 | 0.710 | 0.026 | 0.024 | 0.845 | 0.844 | 0.184 | 0.078 | 0.200 | 0.934 | 0.524 | 0.819 | 0.308 | 0.405 |
| PEP_Status | OTHER | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.306 | 0.000 | 0.037 | 0.000 | 0.107 | 0.000 | 0.000 | 0.014 | 0.000 | 0.034 | 0.000 | 0.000 | 0.059 | 0.000 | 0.000 | 0.000 | 0.037 | 0.059 | 0.048 | 0.000 | 0.000 | 0.037 | 0.073 | 0.000 | 0.073 | 0.000 | 0.073 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 0.014 | 0.000 | 0.073 | 0.008 | 0.000 | 0.202 | 0.000 | 0.076 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.045 | 0.000 | 0.000 | 0.045 | 0.008 | 0.034 | 0.000 | 0.008 | 0.034 | 0.073 | 0.000 | 0.000 | 0.000 |
| Passport_Number | ID | 0.692 | 0.840 | 0.843 | 0.815 | 0.767 | 0.808 | 0.783 | 0.783 | 0.725 | 0.839 | 0.697 | 0.726 | 0.731 | 0.831 | 0.732 | 0.886 | 0.808 | 0.605 | 0.798 | 0.890 | 0.759 | 0.787 | 0.666 | 0.665 | 0.551 | 0.851 | 0.736 | 0.256 | 0.570 | 0.833 | 0.586 | 0.667 | 0.492 | 0.715 | 0.664 | 0.711 | 0.230 | 0.505 | 0.253 | 0.622 | 0.609 | 0.090 | 0.076 | 0.333 | 0.801 | 0.622 | 0.108 | 0.685 | 0.000 | 0.000 | 0.000 | 0.023 | 0.538 | 0.725 | 0.007 | 0.000 | 0.468 | 0.045 | 0.342 | 0.704 | 0.378 | 0.038 | 0.441 | 0.330 |
| Password | SECRET | 0.682 | 0.779 | 0.779 | 0.779 | 0.712 | 0.724 | 0.629 | 0.724 | 0.737 | 0.703 | 0.724 | 0.714 | 0.714 | 0.779 | 0.684 | 0.668 | 0.797 | 0.779 | 0.597 | 0.843 | 0.422 | 0.606 | 0.406 | 0.355 | 0.765 | 0.286 | 0.620 | 0.751 | 0.177 | 0.689 | 0.214 | 0.779 | 0.177 | 0.779 | 0.779 | 0.724 | 0.680 | 0.779 | 0.724 | 0.329 | 0.247 | 0.657 | 0.203 | 0.641 | 0.433 | 0.346 | 0.120 | 0.288 | 0.048 | 0.000 | 0.000 | 0.032 | 0.177 | 0.256 | 0.000 | 0.000 | 0.152 | 0.000 | 0.258 | 0.597 | 0.260 | 0.217 | 0.018 | 0.076 |
| Performance_Assessment | OTHER | 0.077 | 0.119 | 0.119 | 0.118 | 0.164 | 0.110 | 0.220 | 0.164 | 0.118 | 0.210 | 0.097 | 0.119 | 0.119 | 0.124 | 0.125 | 0.076 | 0.081 | 0.119 | 0.090 | 0.089 | 0.055 | 0.056 | 0.090 | 0.062 | 0.048 | 0.119 | 0.072 | 0.189 | 0.067 | 0.046 | 0.029 | 0.095 | 0.049 | 0.125 | 0.074 | 0.080 | 0.053 | 0.096 | 0.074 | 0.072 | 0.054 | 0.053 | 0.093 | 0.204 | 0.084 | 0.078 | 0.123 | 0.000 | 0.116 | 0.101 | 0.067 | 0.092 | 0.023 | 0.007 | 0.013 | 0.027 | 0.116 | 0.013 | 0.042 | 0.188 | 0.010 | 0.007 | 0.000 | 0.000 |
| Personal_Email_Address | CONTACT | 0.899 | 0.998 | 0.998 | 0.997 | 0.925 | 0.893 | 0.999 | 0.911 | 0.971 | 0.979 | 0.979 | 0.961 | 0.964 | 0.998 | 0.941 | 0.997 | 0.998 | 0.998 | 0.809 | 0.998 | 0.986 | 0.803 | 0.979 | 0.895 | 0.996 | 0.990 | 0.785 | 0.997 | 1.000 | 0.979 | 0.998 | 0.998 | 0.997 | 0.999 | 0.998 | 0.881 | 0.999 | 1.000 | 0.994 | 0.998 | 0.998 | 0.971 | 0.174 | 0.911 | 0.984 | 0.679 | 0.136 | 0.981 | 0.371 | 0.065 | 0.044 | 0.044 | 0.995 | 0.995 | 0.047 | 0.000 | 0.811 | 0.000 | 0.607 | 0.965 | 0.762 | 0.093 | 0.034 | 0.980 |
| Place_of_Birth | ADDRESS | 0.683 | 0.651 | 0.589 | 0.678 | 0.701 | 0.566 | 0.693 | 0.585 | 0.692 | 0.633 | 0.562 | 0.692 | 0.692 | 0.299 | 0.683 | 0.613 | 0.379 | 0.201 | 0.183 | 0.172 | 0.477 | 0.183 | 0.527 | 0.136 | 0.523 | 0.417 | 0.139 | 0.378 | 0.573 | 0.637 | 0.576 | 0.216 | 0.526 | 0.195 | 0.178 | 0.562 | 0.509 | 0.292 | 0.692 | 0.544 | 0.449 | 0.651 | 0.606 | 0.585 | 0.539 | 0.065 | 0.672 | 0.477 | 0.628 | 0.675 | 0.637 | 0.677 | 0.542 | 0.505 | 0.656 | 0.645 | 0.261 | 0.523 | 0.375 | 0.696 | 0.252 | 0.636 | 0.083 | 0.000 |
| Political_Party | OTHER | 0.915 | 0.057 | 0.057 | 0.057 | 1.000 | 0.908 | 1.000 | 0.879 | 1.000 | 1.000 | 0.943 | 1.000 | 1.000 | 0.369 | 0.957 | 0.915 | 0.092 | 0.043 | 0.532 | 0.000 | 0.227 | 0.482 | 0.915 | 0.170 | 0.043 | 0.000 | 0.482 | 0.411 | 0.447 | 1.000 | 0.262 | 0.092 | 0.525 | 0.277 | 0.092 | 0.851 | 0.043 | 0.262 | 0.362 | 0.447 | 0.355 | 0.957 | 1.000 | 0.872 | 0.730 | 0.213 | 0.972 | 0.567 | 0.496 | 0.957 | 0.908 | 1.000 | 0.000 | 0.000 | 1.000 | 0.816 | 0.085 | 0.397 | 0.390 | 0.908 | 0.674 | 1.000 | 0.128 | 0.000 |
| Preferred_Name | PERSON | 0.728 | 0.973 | 0.973 | 0.970 | 0.771 | 0.799 | 0.966 | 0.817 | 0.879 | 0.789 | 0.959 | 0.872 | 0.872 | 0.757 | 0.803 | 0.810 | 0.767 | 0.767 | 0.865 | 0.588 | 0.707 | 0.833 | 0.805 | 0.771 | 0.549 | 0.963 | 0.794 | 0.442 | 0.858 | 0.831 | 0.824 | 0.641 | 0.778 | 0.632 | 0.551 | 0.719 | 0.421 | 0.824 | 0.497 | 0.691 | 0.824 | 0.346 | 0.478 | 0.801 | 0.833 | 0.609 | 0.570 | 0.508 | 0.577 | 0.586 | 0.563 | 0.233 | 0.389 | 0.513 | 0.236 | 0.249 | 0.190 | 0.153 | 0.231 | 0.657 | 0.336 | 0.297 | 0.275 | 0.302 |
| Professional_Background | OTHER | 0.156 | 0.000 | 0.024 | 0.000 | 0.255 | 0.255 | 0.140 | 0.255 | 0.250 | 0.145 | 0.199 | 0.269 | 0.239 | 0.175 | 0.239 | 0.156 | 0.000 | 0.032 | 0.355 | 0.140 | 0.032 | 0.352 | 0.145 | 0.140 | 0.108 | 0.000 | 0.245 | 0.199 | 0.145 | 0.145 | 0.145 | 0.043 | 0.145 | 0.000 | 0.000 | 0.124 | 0.059 | 0.000 | 0.065 | 0.145 | 0.145 | 0.156 | 0.231 | 0.108 | 0.156 | 0.108 | 0.253 | 0.145 | 0.054 | 0.156 | 0.156 | 0.210 | 0.000 | 0.000 | 0.204 | 0.231 | 0.384 | 0.048 | 0.102 | 0.140 | 0.140 | 0.231 | 0.032 | 0.032 |
| Religion | OTHER | 0.575 | 0.718 | 0.718 | 0.663 | 0.928 | 0.928 | 0.884 | 0.928 | 0.232 | 0.884 | 0.564 | 0.359 | 0.359 | 0.000 | 0.298 | 0.928 | 0.000 | 0.066 | 0.061 | 0.000 | 0.000 | 0.039 | 0.630 | 0.000 | 0.249 | 0.000 | 0.105 | 0.337 | 0.486 | 0.884 | 0.486 | 0.000 | 0.425 | 0.000 | 0.000 | 0.801 | 0.000 | 0.000 | 0.000 | 0.304 | 0.619 | 0.000 | 0.685 | 0.558 | 0.884 | 0.000 | 0.061 | 0.558 | 0.000 | 0.000 | 0.000 | 0.365 | 0.000 | 0.000 | 0.000 | 0.243 | 0.182 | 0.000 | 0.492 | 0.884 | 0.066 | 0.552 | 0.000 | 0.000 |
| Sex_Orientation | OTHER | 0.490 | 0.788 | 0.788 | 0.788 | 0.788 | 0.788 | 1.000 | 0.788 | 0.317 | 0.788 | 0.596 | 0.548 | 0.442 | 0.000 | 0.365 | 1.000 | 0.125 | 0.000 | 0.125 | 0.000 | 0.000 | 0.087 | 0.683 | 0.173 | 0.308 | 0.000 | 0.087 | 0.087 | 0.173 | 1.000 | 0.173 | 0.000 | 0.317 | 0.000 | 0.000 | 0.788 | 0.000 | 0.000 | 0.000 | 0.125 | 0.192 | 0.000 | 0.404 | 0.346 | 1.000 | 0.173 | 0.000 | 0.087 | 0.000 | 0.000 | 0.000 | 0.510 | 0.000 | 0.000 | 0.000 | 0.000 | 0.212 | 0.000 | 0.240 | 0.788 | 0.192 | 0.308 | 0.000 | 0.000 |
| Sickness_Day_Records | OTHER | 0.107 | 0.230 | 0.230 | 0.195 | 0.157 | 0.041 | 0.242 | 0.050 | 0.113 | 0.078 | 0.106 | 0.084 | 0.113 | 0.191 | 0.090 | 0.154 | 0.178 | 0.129 | 0.223 | 0.177 | 0.103 | 0.257 | 0.078 | 0.180 | 0.137 | 0.178 | 0.225 | 0.170 | 0.008 | 0.114 | 0.000 | 0.119 | 0.013 | 0.119 | 0.119 | 0.053 | 0.172 | 0.107 | 0.154 | 0.000 | 0.000 | 0.127 | 0.070 | 0.252 | 0.038 | 0.190 | 0.154 | 0.029 | 0.087 | 0.009 | 0.035 | 0.210 | 0.071 | 0.087 | 0.008 | 0.040 | 0.085 | 0.000 | 0.000 | 0.084 | 0.000 | 0.008 | 0.032 | 0.004 |
| Social_Media_Identifiers | ACCOUNT | 0.859 | 0.972 | 0.975 | 0.940 | 0.816 | 0.744 | 0.920 | 0.725 | 0.736 | 0.687 | 0.875 | 0.681 | 0.690 | 0.952 | 0.680 | 0.828 | 0.953 | 0.863 | 0.899 | 0.911 | 0.772 | 0.901 | 0.726 | 0.820 | 0.699 | 0.933 | 0.873 | 0.803 | 0.196 | 0.416 | 0.218 | 0.762 | 0.182 | 0.793 | 0.792 | 0.430 | 0.777 | 0.814 | 0.801 | 0.210 | 0.176 | 0.600 | 0.406 | 0.698 | 0.620 | 0.727 | 0.304 | 0.275 | 0.500 | 0.381 | 0.159 | 0.051 | 0.192 | 0.282 | 0.047 | 0.019 | 0.129 | 0.000 | 0.404 | 0.461 | 0.471 | 0.097 | 0.592 | 0.704 |
| State | ADDRESS | 1.000 | 0.477 | 0.482 | 0.658 | 0.844 | 0.946 | 1.000 | 0.946 | 0.967 | 0.800 | 0.611 | 0.765 | 0.826 | 0.277 | 0.795 | 0.747 | 0.270 | 0.337 | 0.102 | 0.263 | 0.732 | 0.091 | 0.667 | 0.118 | 0.472 | 0.261 | 0.042 | 0.560 | 0.916 | 0.900 | 0.916 | 0.207 | 0.849 | 0.198 | 0.119 | 0.889 | 0.502 | 0.314 | 0.702 | 0.905 | 0.663 | 0.970 | 0.837 | 0.553 | 0.674 | 0.032 | 0.842 | 0.805 | 0.842 | 0.967 | 0.998 | 0.800 | 0.160 | 0.365 | 0.777 | 0.798 | 0.075 | 0.554 | 0.419 | 0.867 | 0.489 | 0.833 | 0.182 | 0.000 |
| Static_IP_Address | NET | 0.905 | 0.993 | 0.965 | 0.993 | 0.913 | 0.971 | 0.886 | 0.882 | 0.915 | 0.811 | 0.759 | 0.584 | 0.573 | 0.915 | 0.661 | 0.944 | 0.719 | 0.320 | 0.334 | 0.783 | 0.615 | 0.317 | 0.792 | 0.841 | 0.945 | 0.502 | 0.251 | 0.797 | 0.745 | 0.811 | 0.808 | 0.901 | 0.702 | 0.858 | 0.819 | 0.694 | 0.913 | 0.607 | 0.701 | 0.837 | 0.871 | 0.033 | 0.688 | 0.900 | 0.802 | 0.645 | 0.000 | 0.862 | 0.000 | 0.000 | 0.000 | 0.000 | 0.222 | 0.226 | 0.034 | 0.000 | 0.759 | 0.000 | 0.750 | 0.886 | 0.718 | 0.706 | 0.051 | 0.780 |
| Tax_Reference_Number | ID | 0.977 | 1.000 | 1.000 | 0.995 | 0.843 | 0.738 | 0.834 | 0.738 | 0.972 | 0.599 | 0.553 | 0.955 | 0.949 | 0.995 | 0.972 | 0.529 | 0.962 | 0.956 | 0.911 | 0.995 | 0.927 | 0.911 | 0.513 | 0.979 | 0.906 | 0.447 | 0.956 | 0.258 | 0.000 | 0.717 | 0.023 | 0.956 | 0.000 | 0.937 | 0.960 | 0.595 | 0.298 | 0.836 | 0.921 | 0.023 | 0.113 | 0.045 | 0.347 | 0.726 | 0.154 | 0.909 | 0.108 | 0.021 | 0.000 | 0.000 | 0.000 | 0.045 | 0.000 | 0.042 | 0.040 | 0.023 | 0.136 | 0.000 | 0.206 | 0.913 | 0.213 | 0.721 | 0.178 | 0.333 |
| Telephone_Numbers_Personal | CONTACT | 0.985 | 0.995 | 0.994 | 0.981 | 0.971 | 0.962 | 0.963 | 0.962 | 0.991 | 0.954 | 0.951 | 0.991 | 0.990 | 0.989 | 0.990 | 0.963 | 0.985 | 0.986 | 0.982 | 0.986 | 0.956 | 0.979 | 0.953 | 0.866 | 0.965 | 0.974 | 0.981 | 0.918 | 0.973 | 0.953 | 0.957 | 0.981 | 0.922 | 0.981 | 0.981 | 0.949 | 0.704 | 0.968 | 0.982 | 0.984 | 0.965 | 0.016 | 0.580 | 0.956 | 0.957 | 0.717 | 0.005 | 0.978 | 0.000 | 0.000 | 0.000 | 0.030 | 0.982 | 0.982 | 0.000 | 0.000 | 0.964 | 0.000 | 0.754 | 0.953 | 0.957 | 0.338 | 0.001 | 0.944 |
| Telephone_Numbers_Work | CONTACT | 0.967 | 0.971 | 0.949 | 0.957 | 0.958 | 0.962 | 0.966 | 0.970 | 0.961 | 0.935 | 0.934 | 0.961 | 0.959 | 0.978 | 0.964 | 0.953 | 0.973 | 0.959 | 0.993 | 0.961 | 0.918 | 0.990 | 0.934 | 0.828 | 0.904 | 0.703 | 0.990 | 0.770 | 0.942 | 0.935 | 0.931 | 0.961 | 0.881 | 0.959 | 0.963 | 0.879 | 0.640 | 0.897 | 0.973 | 0.961 | 0.902 | 0.012 | 0.449 | 0.937 | 0.935 | 0.687 | 0.002 | 0.887 | 0.000 | 0.000 | 0.000 | 0.064 | 0.632 | 0.643 | 0.000 | 0.000 | 0.901 | 0.000 | 0.673 | 0.963 | 0.878 | 0.258 | 0.000 | 0.924 |
| Trade_Union_Membership | OTHER | 0.538 | 0.323 | 0.339 | 0.348 | 0.704 | 0.616 | 0.581 | 0.669 | 0.681 | 0.546 | 0.409 | 0.681 | 0.669 | 0.432 | 0.603 | 0.525 | 0.390 | 0.399 | 0.552 | 0.355 | 0.207 | 0.520 | 0.396 | 0.359 | 0.313 | 0.310 | 0.433 | 0.388 | 0.328 | 0.523 | 0.282 | 0.363 | 0.309 | 0.342 | 0.342 | 0.532 | 0.414 | 0.406 | 0.380 | 0.335 | 0.230 | 0.512 | 0.569 | 0.502 | 0.467 | 0.251 | 0.676 | 0.332 | 0.336 | 0.470 | 0.515 | 0.397 | 0.047 | 0.029 | 0.341 | 0.290 | 0.129 | 0.000 | 0.171 | 0.510 | 0.234 | 0.418 | 0.079 | 0.000 |
| Work_Email_Address | CONTACT | 0.816 | 1.000 | 0.999 | 0.991 | 0.880 | 0.877 | 0.971 | 0.896 | 0.830 | 0.998 | 0.997 | 0.802 | 0.800 | 0.976 | 0.804 | 0.998 | 0.953 | 0.918 | 0.827 | 0.971 | 0.995 | 0.784 | 0.996 | 0.808 | 0.957 | 0.838 | 0.779 | 0.956 | 0.997 | 0.995 | 0.997 | 0.927 | 0.997 | 0.919 | 0.916 | 0.839 | 0.994 | 0.985 | 0.996 | 0.988 | 0.989 | 0.932 | 0.223 | 0.877 | 0.986 | 0.577 | 0.137 | 0.986 | 0.250 | 0.207 | 0.102 | 0.030 | 0.822 | 0.819 | 0.063 | 0.002 | 0.733 | 0.001 | 0.410 | 0.677 | 0.854 | 0.125 | 0.053 | 0.995 |

## char F1 by domain

| domain | n | bardsai-eu | pplx+ov100 | pplx | pplx+sent300 | gliner-nvidia+sent300 | gliner-nvidia | gliner-urchade | gliner-nvidia+ov100 | nym-base+sent300 | gliner2-fastino | gliner2-hivetrace-omni | nym-base+ov100 | nym-base | apararti | nym-small | nuner-zero | openai-base | opf-ru | ru-legal-ner+sent300 | opf-kz-ru | gliner2-hivetrace-uni | ru-legal-ner+ov100 | gliner2-hivetrace-omni-ru | mmbert32k | openmed-multilingual | ru-pii-ner | ru-legal-ner | openmed-nemotron | gliner25-fastino+ov100 | gliner2-fastino-ru | gliner25-fastino | opf-ru-v2+sent300 | gliner25-fastino+sent300 | opf-ru-v2+ov100 | opf-ru-v2 | gliner-nvidia-ru | kalyan-ettin | traciora | pii-shield-onnx | gliner25-fastino-ru | gliner25-fastino+nochunk | fef2-secret-ru | gliner-multi-v21 | gliner-pii-edge | gliner2-large | mmbert32k+nochunk | stanza-ru | gliner25-fastino-ru+nochunk | ner-ru-gherman | davlan-xlmr | davlan-mbert | ner-ru-yqelz | gliner2-vladlinv | gliner2-vladlinv-ru | spacy-ru-lg | natasha | gravitee-small | spacy-alrosait | gliner-stream-pii | gliner-urchade-ru | gliner-pii-base | gliner-multi-v21-ru | gliner2-hivetrace-uni-ru | rules-ru |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| HR | 63 | 0.829 | 0.809 | 0.805 | 0.788 | 0.651 | 0.666 | 0.738 | 0.666 | 0.775 | 0.764 | 0.768 | 0.786 | 0.784 | 0.735 | 0.781 | 0.753 | 0.738 | 0.737 | 0.675 | 0.748 | 0.745 | 0.692 | 0.736 | 0.645 | 0.689 | 0.790 | 0.697 | 0.613 | 0.767 | 0.733 | 0.776 | 0.784 | 0.757 | 0.791 | 0.781 | 0.583 | 0.613 | 0.775 | 0.655 | 0.760 | 0.763 | 0.666 | 0.603 | 0.621 | 0.662 | 0.551 | 0.447 | 0.744 | 0.578 | 0.576 | 0.558 | 0.502 | 0.639 | 0.636 | 0.449 | 0.436 | 0.552 | 0.502 | 0.529 | 0.568 | 0.486 | 0.416 | 0.227 | 0.401 |
| customer_service | 57 | 0.797 | 0.747 | 0.738 | 0.729 | 0.649 | 0.659 | 0.649 | 0.671 | 0.651 | 0.730 | 0.745 | 0.656 | 0.651 | 0.681 | 0.646 | 0.693 | 0.672 | 0.657 | 0.642 | 0.670 | 0.692 | 0.645 | 0.686 | 0.574 | 0.613 | 0.727 | 0.648 | 0.525 | 0.703 | 0.671 | 0.690 | 0.719 | 0.695 | 0.722 | 0.719 | 0.560 | 0.534 | 0.709 | 0.599 | 0.700 | 0.721 | 0.640 | 0.508 | 0.536 | 0.565 | 0.488 | 0.401 | 0.688 | 0.501 | 0.510 | 0.491 | 0.479 | 0.589 | 0.594 | 0.398 | 0.425 | 0.452 | 0.474 | 0.449 | 0.496 | 0.413 | 0.337 | 0.209 | 0.352 |
| e_commerce | 38 | 0.790 | 0.725 | 0.725 | 0.708 | 0.667 | 0.680 | 0.682 | 0.670 | 0.632 | 0.674 | 0.671 | 0.631 | 0.632 | 0.652 | 0.616 | 0.728 | 0.668 | 0.655 | 0.613 | 0.649 | 0.665 | 0.621 | 0.619 | 0.576 | 0.592 | 0.735 | 0.621 | 0.542 | 0.664 | 0.594 | 0.670 | 0.701 | 0.648 | 0.683 | 0.689 | 0.553 | 0.509 | 0.692 | 0.581 | 0.675 | 0.677 | 0.587 | 0.554 | 0.545 | 0.599 | 0.520 | 0.409 | 0.648 | 0.524 | 0.521 | 0.506 | 0.397 | 0.545 | 0.563 | 0.392 | 0.368 | 0.470 | 0.444 | 0.468 | 0.496 | 0.438 | 0.398 | 0.181 | 0.357 |
| education | 38 | 0.808 | 0.771 | 0.769 | 0.735 | 0.620 | 0.633 | 0.712 | 0.640 | 0.721 | 0.684 | 0.728 | 0.729 | 0.726 | 0.677 | 0.707 | 0.708 | 0.698 | 0.750 | 0.637 | 0.664 | 0.751 | 0.657 | 0.703 | 0.583 | 0.646 | 0.758 | 0.649 | 0.595 | 0.759 | 0.632 | 0.748 | 0.754 | 0.735 | 0.754 | 0.754 | 0.525 | 0.612 | 0.747 | 0.679 | 0.732 | 0.752 | 0.733 | 0.637 | 0.575 | 0.610 | 0.444 | 0.589 | 0.741 | 0.656 | 0.683 | 0.668 | 0.600 | 0.676 | 0.670 | 0.550 | 0.557 | 0.457 | 0.607 | 0.462 | 0.441 | 0.373 | 0.366 | 0.235 | 0.277 |
| finance | 37 | 0.735 | 0.711 | 0.700 | 0.666 | 0.629 | 0.617 | 0.661 | 0.628 | 0.678 | 0.668 | 0.682 | 0.687 | 0.685 | 0.648 | 0.686 | 0.654 | 0.668 | 0.657 | 0.608 | 0.651 | 0.669 | 0.628 | 0.659 | 0.545 | 0.616 | 0.710 | 0.637 | 0.551 | 0.710 | 0.665 | 0.710 | 0.738 | 0.676 | 0.738 | 0.744 | 0.548 | 0.493 | 0.737 | 0.497 | 0.711 | 0.744 | 0.606 | 0.592 | 0.516 | 0.575 | 0.474 | 0.425 | 0.735 | 0.504 | 0.544 | 0.506 | 0.527 | 0.583 | 0.617 | 0.463 | 0.452 | 0.475 | 0.502 | 0.454 | 0.550 | 0.422 | 0.458 | 0.254 | 0.382 |
| government | 38 | 0.653 | 0.618 | 0.603 | 0.584 | 0.499 | 0.498 | 0.576 | 0.500 | 0.544 | 0.592 | 0.615 | 0.549 | 0.551 | 0.535 | 0.566 | 0.560 | 0.530 | 0.551 | 0.532 | 0.539 | 0.594 | 0.550 | 0.595 | 0.431 | 0.516 | 0.611 | 0.552 | 0.446 | 0.614 | 0.569 | 0.615 | 0.641 | 0.583 | 0.638 | 0.636 | 0.433 | 0.437 | 0.622 | 0.487 | 0.614 | 0.616 | 0.568 | 0.496 | 0.472 | 0.522 | 0.374 | 0.378 | 0.640 | 0.479 | 0.479 | 0.479 | 0.438 | 0.537 | 0.558 | 0.408 | 0.443 | 0.351 | 0.485 | 0.324 | 0.467 | 0.320 | 0.419 | 0.191 | 0.236 |
| healthcare | 30 | 0.735 | 0.680 | 0.680 | 0.633 | 0.597 | 0.584 | 0.656 | 0.584 | 0.641 | 0.697 | 0.700 | 0.647 | 0.639 | 0.594 | 0.638 | 0.631 | 0.600 | 0.581 | 0.566 | 0.584 | 0.634 | 0.574 | 0.681 | 0.467 | 0.576 | 0.648 | 0.584 | 0.503 | 0.654 | 0.664 | 0.643 | 0.651 | 0.629 | 0.656 | 0.647 | 0.448 | 0.484 | 0.650 | 0.439 | 0.637 | 0.653 | 0.580 | 0.507 | 0.484 | 0.532 | 0.401 | 0.385 | 0.631 | 0.460 | 0.499 | 0.475 | 0.562 | 0.534 | 0.504 | 0.415 | 0.391 | 0.458 | 0.426 | 0.379 | 0.435 | 0.334 | 0.303 | 0.171 | 0.247 |
| insurance | 28 | 0.772 | 0.761 | 0.765 | 0.738 | 0.653 | 0.674 | 0.677 | 0.674 | 0.709 | 0.724 | 0.766 | 0.716 | 0.718 | 0.695 | 0.725 | 0.698 | 0.698 | 0.688 | 0.686 | 0.686 | 0.686 | 0.706 | 0.742 | 0.618 | 0.642 | 0.721 | 0.699 | 0.561 | 0.725 | 0.655 | 0.732 | 0.722 | 0.705 | 0.712 | 0.703 | 0.572 | 0.539 | 0.694 | 0.519 | 0.736 | 0.740 | 0.648 | 0.555 | 0.511 | 0.576 | 0.530 | 0.415 | 0.739 | 0.501 | 0.553 | 0.518 | 0.491 | 0.575 | 0.586 | 0.472 | 0.449 | 0.440 | 0.481 | 0.370 | 0.533 | 0.424 | 0.396 | 0.269 | 0.385 |
| law_enforcement | 56 | 0.679 | 0.670 | 0.669 | 0.654 | 0.568 | 0.584 | 0.623 | 0.592 | 0.624 | 0.596 | 0.620 | 0.636 | 0.638 | 0.615 | 0.639 | 0.624 | 0.626 | 0.616 | 0.595 | 0.625 | 0.618 | 0.602 | 0.595 | 0.518 | 0.560 | 0.677 | 0.605 | 0.528 | 0.652 | 0.557 | 0.640 | 0.672 | 0.631 | 0.674 | 0.678 | 0.529 | 0.474 | 0.658 | 0.538 | 0.658 | 0.645 | 0.569 | 0.546 | 0.468 | 0.540 | 0.425 | 0.413 | 0.634 | 0.534 | 0.529 | 0.510 | 0.450 | 0.583 | 0.591 | 0.417 | 0.418 | 0.468 | 0.524 | 0.336 | 0.477 | 0.342 | 0.417 | 0.229 | 0.260 |
| legal | 31 | 0.746 | 0.666 | 0.669 | 0.642 | 0.569 | 0.565 | 0.688 | 0.580 | 0.680 | 0.669 | 0.675 | 0.677 | 0.681 | 0.623 | 0.688 | 0.691 | 0.622 | 0.606 | 0.649 | 0.584 | 0.648 | 0.626 | 0.642 | 0.540 | 0.567 | 0.608 | 0.645 | 0.518 | 0.725 | 0.663 | 0.728 | 0.665 | 0.693 | 0.676 | 0.671 | 0.488 | 0.479 | 0.688 | 0.470 | 0.729 | 0.731 | 0.626 | 0.552 | 0.510 | 0.569 | 0.461 | 0.424 | 0.707 | 0.468 | 0.557 | 0.525 | 0.485 | 0.533 | 0.532 | 0.455 | 0.450 | 0.515 | 0.454 | 0.332 | 0.525 | 0.398 | 0.366 | 0.199 | 0.401 |
| social_media | 49 | 0.755 | 0.677 | 0.672 | 0.659 | 0.682 | 0.688 | 0.718 | 0.683 | 0.687 | 0.712 | 0.748 | 0.680 | 0.681 | 0.643 | 0.695 | 0.744 | 0.646 | 0.645 | 0.598 | 0.620 | 0.751 | 0.600 | 0.720 | 0.575 | 0.633 | 0.705 | 0.612 | 0.558 | 0.693 | 0.688 | 0.697 | 0.734 | 0.704 | 0.736 | 0.732 | 0.608 | 0.589 | 0.745 | 0.483 | 0.673 | 0.717 | 0.639 | 0.583 | 0.580 | 0.675 | 0.521 | 0.411 | 0.687 | 0.540 | 0.529 | 0.479 | 0.414 | 0.591 | 0.588 | 0.396 | 0.387 | 0.482 | 0.400 | 0.547 | 0.581 | 0.512 | 0.424 | 0.363 | 0.541 |
| technology | 35 | 0.719 | 0.672 | 0.662 | 0.653 | 0.578 | 0.601 | 0.632 | 0.606 | 0.624 | 0.682 | 0.719 | 0.630 | 0.622 | 0.603 | 0.624 | 0.664 | 0.612 | 0.627 | 0.541 | 0.572 | 0.738 | 0.535 | 0.700 | 0.540 | 0.599 | 0.783 | 0.541 | 0.522 | 0.726 | 0.678 | 0.732 | 0.701 | 0.718 | 0.707 | 0.713 | 0.512 | 0.567 | 0.697 | 0.454 | 0.695 | 0.696 | 0.704 | 0.573 | 0.497 | 0.625 | 0.404 | 0.449 | 0.638 | 0.615 | 0.563 | 0.575 | 0.432 | 0.683 | 0.626 | 0.409 | 0.453 | 0.495 | 0.440 | 0.608 | 0.441 | 0.474 | 0.312 | 0.293 | 0.400 |

## Missed at thresholds 0.5 / 0.3 / 0.2 / 0.1

Only models that return a score. A lower threshold keeps more spans: fewer misses, more masking.

| model | 0.5 | 0.3 | 0.2 | 0.1 |
|---|---|---|---|---|
| bardsai-eu | 726 (7.9%) | 601 (6.5%) | 583 (6.3%) | 581 (6.3%) |
| gliner-nvidia+sent300 | 946 (10.2%) | 648 (7.0%) | 492 (5.3%) | 301 (3.3%) |
| gliner-nvidia | 1191 (12.9%) | 824 (8.9%) | 646 (7.0%) | 443 (4.8%) |
| gliner-urchade | 1198 (13.0%) | 815 (8.8%) | 620 (6.7%) | 397 (4.3%) |
| gliner-nvidia+ov100 | 1208 (13.1%) | 830 (9.0%) | 642 (7.0%) | 440 (4.8%) |
| nym-base+sent300 | 1324 (14.3%) | 1298 (14.1%) | 1298 (14.1%) | 1298 (14.1%) |
| gliner2-fastino | 1325 (14.4%) | 766 (8.3%) | 555 (6.0%) | 348 (3.8%) |
| gliner2-hivetrace-omni | 1432 (15.5%) | 793 (8.6%) | 559 (6.1%) | 372 (4.0%) |
| nym-base+ov100 | 1440 (15.6%) | 1410 (15.3%) | 1410 (15.3%) | 1410 (15.3%) |
| nym-base | 1454 (15.8%) | 1433 (15.5%) | 1432 (15.5%) | 1432 (15.5%) |
| apararti | 1555 (16.8%) | 1531 (16.6%) | 1531 (16.6%) | 1531 (16.6%) |
| nym-small | 1590 (17.2%) | 1562 (16.9%) | 1561 (16.9%) | 1561 (16.9%) |
| nuner-zero | 1646 (17.8%) | 694 (7.5%) | 440 (4.8%) | 233 (2.5%) |
| openai-base | 1785 (19.3%) | 1777 (19.3%) | 1777 (19.3%) | 1777 (19.3%) |
| opf-ru | 1805 (19.6%) | 1715 (18.6%) | 1704 (18.5%) | 1704 (18.5%) |
| ru-legal-ner+sent300 | 1858 (20.1%) | 1067 (11.6%) | 981 (10.6%) | 959 (10.4%) |
| opf-kz-ru | 1914 (20.7%) | 1897 (20.6%) | 1897 (20.6%) | 1897 (20.6%) |
| gliner2-hivetrace-uni | 1925 (20.9%) | 1189 (12.9%) | 860 (9.3%) | 562 (6.1%) |
| ru-legal-ner+ov100 | 1969 (21.3%) | 1215 (13.2%) | 1120 (12.1%) | 1101 (11.9%) |
| gliner2-hivetrace-omni-ru | 2005 (21.7%) | 1135 (12.3%) | 863 (9.3%) | 598 (6.5%) |
| mmbert32k | 2011 (21.8%) | 1022 (11.1%) | 927 (10.0%) | 914 (9.9%) |
| openmed-multilingual | 2036 (22.1%) | 1618 (17.5%) | 1596 (17.3%) | 1596 (17.3%) |
| ru-legal-ner | 2090 (22.6%) | 1277 (13.8%) | 1171 (12.7%) | 1156 (12.5%) |
| openmed-nemotron | 2370 (25.7%) | 1956 (21.2%) | 1936 (21.0%) | 1936 (21.0%) |
| gliner25-fastino+ov100 | 2407 (26.1%) | 2103 (22.8%) | 1970 (21.3%) | 1814 (19.7%) |
| gliner2-fastino-ru | 2435 (26.4%) | 1391 (15.1%) | 1047 (11.3%) | 674 (7.3%) |
| gliner25-fastino | 2439 (26.4%) | 2172 (23.5%) | 2049 (22.2%) | 1906 (20.7%) |
| opf-ru-v2+sent300 | 2463 (26.7%) | 2430 (26.3%) | 2428 (26.3%) | 2428 (26.3%) |
| gliner25-fastino+sent300 | 2492 (27.0%) | 2329 (25.2%) | 2223 (24.1%) | 2086 (22.6%) |
| opf-ru-v2+ov100 | 2504 (27.1%) | 2463 (26.7%) | 2462 (26.7%) | 2462 (26.7%) |
| opf-ru-v2 | 2563 (27.8%) | 2534 (27.5%) | 2530 (27.4%) | 2529 (27.4%) |
| gliner-nvidia-ru | 2571 (27.9%) | 1712 (18.5%) | 1249 (13.5%) | 793 (8.6%) |
| kalyan-ettin | 2618 (28.4%) | 2133 (23.1%) | 2082 (22.6%) | 2080 (22.5%) |
| traciora | 2752 (29.8%) | 2716 (29.4%) | 2715 (29.4%) | 2715 (29.4%) |
| pii-shield-onnx | 2760 (29.9%) | 2185 (23.7%) | 2146 (23.3%) | 2144 (23.2%) |
| gliner25-fastino-ru | 2858 (31.0%) | 2520 (27.3%) | 2396 (26.0%) | 2253 (24.4%) |
| gliner25-fastino+nochunk | 2877 (31.2%) | 2674 (29.0%) | 2616 (28.3%) | 2530 (27.4%) |
| fef2-secret-ru | 2934 (31.8%) | 2906 (31.5%) | 2904 (31.5%) | 2904 (31.5%) |
| gliner-multi-v21 | 2988 (32.4%) | 1589 (17.2%) | 896 (9.7%) | 409 (4.4%) |
| gliner-pii-edge | 2991 (32.4%) | 92 (1.0%) | 9 (0.1%) | 2 (0.0%) |
| gliner2-large | 3061 (33.2%) | 1429 (15.5%) | 1000 (10.8%) | 585 (6.3%) |
| mmbert32k+nochunk | 3333 (36.1%) | 1849 (20.0%) | 1648 (17.9%) | 1624 (17.6%) |
| gliner25-fastino-ru+nochunk | 3397 (36.8%) | 3028 (32.8%) | 2929 (31.7%) | 2819 (30.5%) |
| ner-ru-gherman | 3650 (39.5%) | 3640 (39.4%) | 3640 (39.4%) | 3640 (39.4%) |
| davlan-xlmr | 3723 (40.3%) | 3716 (40.3%) | 3715 (40.2%) | 3715 (40.2%) |
| davlan-mbert | 3859 (41.8%) | 3855 (41.8%) | 3855 (41.8%) | 3855 (41.8%) |
| ner-ru-yqelz | 4096 (44.4%) | 4024 (43.6%) | 4024 (43.6%) | 4024 (43.6%) |
| gliner2-vladlinv | 4463 (48.4%) | 4324 (46.8%) | 4238 (45.9%) | 4147 (44.9%) |
| gliner2-vladlinv-ru | 4543 (49.2%) | 4428 (48.0%) | 4359 (47.2%) | 4217 (45.7%) |
| gravitee-small | 4785 (51.8%) | 4612 (50.0%) | 4611 (50.0%) | 4611 (50.0%) |
| gliner-stream-pii | 5191 (56.2%) | 3730 (40.4%) | 2821 (30.6%) | 1783 (19.3%) |
| gliner-urchade-ru | 5216 (56.5%) | 4351 (47.1%) | 3816 (41.3%) | 2946 (31.9%) |
| gliner-pii-base | 5932 (64.3%) | 867 (9.4%) | 98 (1.1%) | 5 (0.1%) |
| gliner-multi-v21-ru | 6269 (67.9%) | 3658 (39.6%) | 2070 (22.4%) | 830 (9.0%) |
| gliner2-hivetrace-uni-ru | 7407 (80.2%) | 4501 (48.8%) | 2720 (29.5%) | 1311 (14.2%) |

Notes: the unit of counting is one gold span after boundary normalization - the same unit in `missed`, in the group table, in the threshold table and in the ensembles; two annotations that share boundaries but not type are two spans, so an empty answer misses 100%. Gold and predicted boundaries are normalized the same way (whitespace, word boundaries, merge of adjacent same-label pieces). `dropped spans` - predicted intervals outside the text: rejected, not clipped to fit. A run made before `run.py` started clipping span ends to the piece it fed the model can carry them; `meta.clipped` counts what the clipping fixes in newer runs. Zero-shot models get the taxonomy of the set as labels (the `labels` field of `meta.json`). `train` - the model was trained on the source of this set (its slices and corrupted copies included): its row is not comparable with the others and stays out of the pooled numbers; an empty `contaminated` list in `benchmark/models.toml` means no evidence of overlap was found, not proof of none. `hidden` - gold spans every character of which is covered; a touched span counts as detected, not as hidden. missed % and char F1 carry 95% bootstrap intervals over rows (1000 resamples, the same rows for every model of the set). The group of a gold type comes from `BENCH/<set>/meta.json`; a model label with no group falls into OTHER. ms/row is a median and includes chunking of long texts; hardware and batch are in the meta line of the prediction file.