# nym-ru - ru / pii (1500 rows, 9497 spans, 0 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 0.181 (81.9% 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| nym-base | **0** | 0.0% [0.0%, 0.0%] | 100.0% | 0.999 [0.998, 0.999] | 0.997 | 1.000 | 0.970 | 1.000 | 0.578 | 0/0 | 0 | 0 | 4 | 308M | train |
| nym-small | **0** | 0.0% [0.0%, 0.0%] | 100.0% | 0.998 [0.998, 0.999] | 0.997 | 1.000 | 0.970 | 1.000 | 0.578 | 0/0 | 0 | 0 | 923 | - | train |
| nym-base+cpu-int8 | **7** | 0.1% [0.0%, 0.1%] | 99.8% | 0.998 [0.997, 0.998] | 0.997 | 0.999 | 0.969 | 1.000 | 0.578 | 0/0 | 0 | 0 | 83 | 308M | train |
| pplx+cpu-int8 | **47** | 0.5% [0.4%, 0.6%] | 95.6% | 0.853 [0.846, 0.860] | 0.757 | 0.977 | 0.501 | 0.939 | 0.667 | 0/0 | 0 | 0 | 175 | 596M |  |
| pplx | **374** | 3.9% [3.6%, 4.3%] | 94.0% | 0.911 [0.907, 0.916] | 0.899 | 0.925 | 0.620 | 0.959 | 0.767 | 0/0 | 0 | 0 | 63 | 596M |  |
| mmbert32k | **806** | 8.5% [7.9%, 9.1%] | 63.4% | 0.884 [0.880, 0.888] | 0.950 | 0.826 | 0.427 | 0.931 | 0.570 | 0/0 | 0 | 0 | 6 | 308M |  |
| opf-ru | **1096** | 11.5% [10.9%, 12.2%] | 75.7% | 0.894 [0.890, 0.898] | 0.952 | 0.842 | 0.552 | 0.919 | 0.761 | 0/0 | 0 | 0 | 180 | 1.4B |  |
| apararti | **1097** | 11.6% [10.9%, 12.3%] | 82.0% | 0.862 [0.857, 0.868] | 0.850 | 0.875 | 0.495 | 0.919 | 0.682 | 0/0 | 0 | 0 | 62 | 1.4B |  |
| openmed-multilingual | **1127** | 11.9% [11.2%, 12.5%] | 76.8% | 0.881 [0.876, 0.886] | 0.956 | 0.818 | 0.713 | 0.915 | 0.788 | 0/0 | 0 | 0 | 146 | 1.4B |  |
| openai-base-onnx | **1170** | 12.3% [11.6%, 13.1%] | 82.4% | 0.852 [0.846, 0.858] | 0.828 | 0.877 | 0.487 | 0.917 | 0.676 | 0/0 | 0 | 0 | 260 | - |  |
| openai-base | **1171** | 12.3% [11.6%, 13.1%] | 82.4% | 0.852 [0.846, 0.858] | 0.828 | 0.877 | 0.486 | 0.917 | 0.675 | 0/0 | 0 | 0 | 273 | 1.4B |  |
| bardsai-eu | **1320** | 13.9% [13.2%, 14.6%] | 74.2% | 0.872 [0.867, 0.877] | 0.903 | 0.844 | 0.497 | 0.900 | 0.316 | 0/0 | 0 | 0 | 661 | - |  |
| gliner-nvidia | **1343** | 14.1% [13.4%, 15.0%] | 82.2% | 0.891 [0.886, 0.897] | 0.932 | 0.854 | 0.793 | 0.907 | 0.770 | 0/0 | 0 | 0 | 10 | 445M |  |
| gliner-nvidia-ru | **1489** | 15.7% [14.9%, 16.5%] | 80.7% | 0.893 [0.888, 0.899] | 0.952 | 0.841 | 0.805 | 0.901 | 0.767 | 0/0 | 0 | 0 | 63 | 445M |  |
| ru-pii-ner | **1492** | 15.7% [14.7%, 16.8%] | 83.4% | 0.864 [0.857, 0.872] | 0.930 | 0.807 | 0.604 | 0.905 | 0.403 | 0/0 | 0 | 0 | 74 | 358M |  |
| gliner2-fastino-ru | **1696** | 17.9% [17.1%, 18.7%] | 77.7% | 0.870 [0.864, 0.875] | 0.949 | 0.803 | 0.661 | 0.889 | 0.790 | 0/0 | 0 | 1 | 32 | 307M |  |
| opf-kz-ru | **1748** | 18.4% [17.6%, 19.3%] | 73.9% | 0.810 [0.803, 0.816] | 0.837 | 0.784 | 0.459 | 0.878 | 0.648 | 0/0 | 0 | 0 | 58 | 1.4B |  |
| gliner2-fastino | **1790** | 18.8% [18.0%, 19.7%] | 76.1% | 0.871 [0.866, 0.877] | 0.956 | 0.800 | 0.791 | 0.880 | 0.802 | 0/0 | 0 | 0 | 6 | 307M |  |
| gliner2-hivetrace-omni-ru | **1799** | 18.9% [18.1%, 19.7%] | 74.8% | 0.867 [0.861, 0.873] | 0.952 | 0.797 | 0.670 | 0.878 | 0.804 | 0/0 | 0 | 0 | 26 | 307M |  |
| ru-legal-ner+cpu-int8 | **1861** | 19.6% [18.8%, 20.4%] | 64.2% | 0.827 [0.821, 0.832] | 0.870 | 0.787 | 0.386 | 0.852 | 0.669 | 0/0 | 0 | 0 | 4 | 29M |  |
| ru-legal-ner+cpu | **1928** | 20.3% [19.5%, 21.2%] | 63.7% | 0.824 [0.818, 0.830] | 0.872 | 0.782 | 0.386 | 0.849 | 0.668 | 0/0 | 0 | 0 | 11 | 29M |  |
| ru-legal-ner | **1928** | 20.3% [19.5%, 21.2%] | 63.7% | 0.824 [0.818, 0.830] | 0.872 | 0.782 | 0.386 | 0.849 | 0.668 | 0/0 | 0 | 0 | 3 | 29M |  |
| gliner2-hivetrace-omni | **1939** | 20.4% [19.6%, 21.3%] | 72.8% | 0.867 [0.861, 0.873] | 0.965 | 0.787 | 0.775 | 0.870 | 0.833 | 0/0 | 0 | 0 | 6 | 307M |  |
| openmed-nemotron | **2091** | 22.0% [21.1%, 22.9%] | 63.8% | 0.739 [0.730, 0.747] | 0.765 | 0.714 | 0.545 | 0.790 | 0.623 | 0/0 | 0 | 0 | 149 | 1.4B |  |
| gliner-pii-edge | **2295** | 24.2% [23.2%, 25.1%] | 68.5% | 0.781 [0.774, 0.789] | 0.853 | 0.720 | 0.517 | 0.790 | 0.537 | 0/0 | 0 | 0 | 130 | 45M |  |
| pii-shield-onnx | **2572** | 27.1% [26.1%, 28.0%] | 58.9% | 0.784 [0.777, 0.792] | 0.911 | 0.689 | 0.407 | 0.822 | 0.547 | 0/0 | 0 | 0 | 1143 | - |  |
| traciora | **2726** | 28.7% [27.7%, 29.7%] | 60.6% | 0.775 [0.768, 0.782] | 0.846 | 0.714 | 0.355 | 0.810 | 0.628 | 0/0 | 0 | 0 | 254 | 1.4B |  |
| opf-ru-v2 | **2810** | 29.6% [28.7%, 30.5%] | 62.0% | 0.786 [0.779, 0.792] | 0.897 | 0.699 | 0.391 | 0.815 | 0.670 | 0/0 | 0 | 0 | 462 | 1.4B |  |
| kalyan-ettin | **2889** | 30.4% [29.4%, 31.5%] | 53.4% | 0.745 [0.737, 0.753] | 0.932 | 0.621 | 0.502 | 0.802 | 0.643 | 0/0 | 0 | 0 | 13 | 68M |  |
| gliner2-vladlinv-ru | **3214** | 33.8% [32.6%, 35.2%] | 65.6% | 0.766 [0.756, 0.776] | 0.961 | 0.636 | 0.539 | 0.794 | 0.499 | 0/0 | 0 | 0 | 4 | 287M |  |
| nuner-zero | **3237** | 34.1% [32.8%, 35.2%] | 58.6% | 0.764 [0.756, 0.771] | 0.843 | 0.698 | 0.468 | 0.773 | 0.613 | 0/0 | 0 | 0 | 10 | 449M |  |
| gliner2-vladlinv | **3275** | 34.5% [33.3%, 35.8%] | 64.7% | 0.762 [0.752, 0.772] | 0.961 | 0.632 | 0.534 | 0.789 | 0.460 | 0/0 | 0 | 0 | 4 | 287M |  |
| gliner-stream-pii | **3374** | 35.5% [34.4%, 36.7%] | 54.1% | 0.717 [0.708, 0.727] | 0.930 | 0.583 | 0.612 | 0.758 | 0.628 | 0/0 | 0 | 0 | 51 | 677M |  |
| mmbert32k+cpu-int8 | **3437** | 36.2% [35.1%, 37.2%] | 27.2% | 0.648 [0.639, 0.657] | 0.916 | 0.502 | 0.250 | 0.730 | 0.368 | 0/0 | 0 | 0 | 45 | 308M |  |
| gliner2-large | **3485** | 36.7% [35.5%, 37.9%] | 59.0% | 0.745 [0.736, 0.753] | 0.887 | 0.642 | 0.566 | 0.757 | 0.652 | 0/0 | 0 | 0 | 29 | 486M |  |
| gliner-urchade | **3907** | 41.1% [40.0%, 42.3%] | 56.3% | 0.786 [0.777, 0.795] | 0.922 | 0.685 | 0.629 | 0.720 | 0.728 | 0/0 | 0 | 0 | 4 | 289M |  |
| fef2-secret-ru | **3974** | 41.8% [40.8%, 42.9%] | 48.0% | 0.682 [0.674, 0.691] | 0.879 | 0.558 | 0.330 | 0.706 | 0.327 | 0/0 | 0 | 0 | 4 | 177M |  |
| gliner25-fastino-ru | **4047** | 42.6% [41.4%, 43.8%] | 55.1% | 0.708 [0.698, 0.719] | 0.958 | 0.562 | 0.460 | 0.725 | 0.683 | 0/0 | 0 | 0 | 12 | 287M |  |
| gliner2-hivetrace-uni | **4206** | 44.3% [43.3%, 45.3%] | 49.7% | 0.723 [0.716, 0.732] | 0.937 | 0.589 | 0.593 | 0.693 | 0.520 | 0/0 | 0 | 0 | 19 | 147M |  |
| gliner-urchade-ru | **4475** | 47.1% [45.9%, 48.4%] | 51.7% | 0.742 [0.732, 0.752] | 0.917 | 0.623 | 0.585 | 0.672 | 0.717 | 0/0 | 0 | 0 | 11 | 289M |  |
| fef2-secret-ru+cpu-int8 | **4543** | 47.8% [46.8%, 48.9%] | 42.9% | 0.641 [0.631, 0.650] | 0.889 | 0.501 | 0.284 | 0.659 | 0.317 | 0/0 | 0 | 0 | 22 | 177M |  |
| gravitee-small+cpu-int8 | **5157** | 54.3% [53.0%, 55.5%] | 36.2% | 0.548 [0.539, 0.559] | 0.675 | 0.462 | 0.252 | 0.593 | 0.436 | 0/0 | 0 | 0 | 67 | 29M |  |
| stanza-ru | **5165** | 54.4% [53.3%, 55.5%] | 33.4% | 0.476 [0.466, 0.487] | 0.710 | 0.358 | 0.140 | 0.568 | 0.254 | 0/0 | 0 | 0 | 50 | - |  |
| gravitee-small | **5218** | 54.9% [53.7%, 56.1%] | 36.2% | 0.561 [0.551, 0.572] | 0.717 | 0.461 | 0.275 | 0.597 | 0.447 | 0/0 | 0 | 0 | 8 | 29M |  |
| gliner25-fastino | **5256** | 55.3% [53.9%, 56.6%] | 41.9% | 0.640 [0.629, 0.653] | 0.974 | 0.477 | 0.535 | 0.614 | 0.609 | 0/0 | 0 | 0 | 3 | 287M |  |
| gliner-multi-v21-ru | **5278** | 55.6% [54.5%, 56.6%] | 39.4% | 0.526 [0.515, 0.538] | 0.816 | 0.388 | 0.238 | 0.585 | 0.500 | 0/0 | 0 | 0 | 16 | 289M |  |
| gliner-multi-v21 | **5417** | 57.0% [55.8%, 58.2%] | 37.5% | 0.525 [0.513, 0.538] | 0.830 | 0.384 | 0.255 | 0.580 | 0.457 | 0/0 | 0 | 0 | 6 | 289M |  |
| gliner-pii-base | **5725** | 60.3% [59.3%, 61.3%] | 35.1% | 0.580 [0.569, 0.590] | 0.926 | 0.422 | 0.477 | 0.550 | 0.492 | 0/0 | 0 | 0 | 4 | 166M |  |
| ner-ru-yqelz | **5857** | 61.7% [60.8%, 62.6%] | 29.8% | 0.442 [0.431, 0.452] | 0.682 | 0.327 | 0.114 | 0.515 | 0.274 | 0/0 | 0 | 0 | 6 | 559M |  |
| ner-ru-gherman | **5902** | 62.1% [61.1%, 63.2%] | 25.4% | 0.441 [0.429, 0.450] | 0.947 | 0.287 | 0.327 | 0.545 | 0.084 | 0/0 | 0 | 0 | 5 | 177M |  |
| ner-ru-gherman-onnx | **5925** | 62.4% [61.3%, 63.4%] | 25.3% | 0.437 [0.426, 0.447] | 0.947 | 0.284 | 0.325 | 0.542 | 0.083 | 0/0 | 0 | 0 | 181 | - |  |
| kalyan-ettin+cpu-int8 | **5948** | 62.6% [61.5%, 63.8%] | 20.3% | 0.430 [0.419, 0.441] | 0.914 | 0.281 | 0.187 | 0.493 | 0.331 | 0/0 | 0 | 0 | 158 | 68M |  |
| gliner2-hivetrace-uni-ru | **5966** | 62.8% [61.8%, 63.8%] | 35.6% | 0.462 [0.451, 0.473] | 0.956 | 0.304 | 0.356 | 0.538 | 0.221 | 0/0 | 0 | 0 | 22 | 147M |  |
| spacy-ru-lg | **6015** | 63.3% [62.4%, 64.2%] | 30.5% | 0.442 [0.431, 0.453] | 0.777 | 0.309 | 0.145 | 0.506 | 0.270 | 0/0 | 0 | 0 | 5 | - |  |
| ner-ru-gherman+cpu-int8 | **6042** | 63.6% [62.6%, 64.7%] | 24.8% | 0.426 [0.414, 0.436] | 0.959 | 0.274 | 0.325 | 0.529 | 0.078 | 0/0 | 0 | 0 | 134 | 177M |  |
| davlan-xlmr | **6051** | 63.7% [62.8%, 64.7%] | 29.7% | 0.460 [0.448, 0.470] | 0.830 | 0.318 | 0.117 | 0.517 | 0.304 | 0/0 | 0 | 0 | 4 | 277M |  |
| davlan-mbert | **6087** | 64.1% [63.2%, 65.0%] | 28.5% | 0.438 [0.426, 0.448] | 0.840 | 0.296 | 0.119 | 0.508 | 0.301 | 0/0 | 0 | 0 | 5 | 177M |  |
| spacy-alrosait | **6264** | 66.0% [64.9%, 67.1%] | 31.1% | 0.418 [0.405, 0.429] | 0.835 | 0.279 | 0.057 | 0.506 | 0.171 | 0/0 | 0 | 0 | 5 | - |  |
| davlan-mbert+cpu-int8 | **6264** | 66.0% [65.0%, 66.9%] | 25.6% | 0.418 [0.406, 0.428] | 0.873 | 0.274 | 0.088 | 0.494 | 0.289 | 0/0 | 0 | 0 | 164 | 177M |  |
| natasha | **6304** | 66.4% [65.5%, 67.3%] | 27.5% | 0.394 [0.384, 0.405] | 0.761 | 0.266 | 0.105 | 0.478 | 0.280 | 0/0 | 0 | 0 | 2 | - |  |
| davlan-xlmr+cpu-int8 | **7034** | 74.1% [73.2%, 75.0%] | 17.9% | 0.313 [0.301, 0.323] | 0.899 | 0.189 | 0.070 | 0.404 | 0.209 | 0/0 | 0 | 0 | 46 | 277M |  |
| rules-ru | **7493** | 78.9% [78.1%, 79.7%] | 20.8% | 0.501 [0.487, 0.514] | 0.971 | 0.337 | 0.326 | 0.348 | 0.493 | 0/0 | 0 | 0 | 0 | - |  |
| gliner-pii-edge+cpu-int8 | **7506** | 79.0% [78.1%, 79.9%] | 18.3% | 0.320 [0.307, 0.333] | 0.900 | 0.194 | 0.271 | 0.339 | 0.164 | 0/0 | 0 | 0 | 419 | 45M |  |
| gliner-pii-base+cpu-int8 | **9496** | 100.0% [100.0%, 100.0%] | 0.0% | 0.000 [0.000, 0.001] | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0/0 | 0 | 0 | 445 | 166M |  |
| betterleaks | **9497** | 100.0% [100.0%, 100.0%] | 0.0% | 0.000 [0.000, 0.000] | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0/0 | 0 | 0 | 0 | - |  |
| gitleaks | **9497** | 100.0% [100.0%, 100.0%] | 0.0% | 0.000 [0.000, 0.000] | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0/0 | 0 | 0 | 0 | - |  |
| gliner-multi-v21+cpu-int8 | **9497** | 100.0% [100.0%, 100.0%] | 0.0% | 0.000 [0.000, 0.000] | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0/0 | 0 | 0 | 397 | 289M |  |
| gliner-multi-v21-ru+cpu-int8 | **9497** | 100.0% [100.0%, 100.0%] | 0.0% | 0.000 [0.000, 0.000] | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0/0 | 0 | 0 | 442 | 289M |  |
| gliner-nvidia+cpu-int8 | **9497** | 100.0% [100.0%, 100.0%] | 0.0% | 0.000 [0.000, 0.000] | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0/0 | 0 | 0 | 497 | 445M |  |
| gliner-nvidia-ru+cpu-int8 | **9497** | 100.0% [100.0%, 100.0%] | 0.0% | 0.000 [0.000, 0.000] | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0/0 | 0 | 0 | 2080 | 445M |  |
| gliner-urchade+cpu-int8 | **9497** | 100.0% [100.0%, 100.0%] | 0.0% | 0.000 [0.000, 0.000] | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0/0 | 0 | 0 | 374 | 289M |  |
| gliner-urchade-ru+cpu-int8 | **9497** | 100.0% [100.0%, 100.0%] | 0.0% | 0.000 [0.000, 0.000] | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0/0 | 0 | 0 | 324 | 289M |  |

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`: nym-base ≈ nym-small; opf-ru ≈ apararti; apararti ≈ openmed-multilingual; openmed-multilingual ≈ openai-base-onnx; openai-base-onnx ≈ openai-base; bardsai-eu ≈ gliner-nvidia; gliner-nvidia-ru ≈ ru-pii-ner; gliner2-fastino-ru ≈ opf-kz-ru; opf-kz-ru ≈ gliner2-fastino; gliner2-fastino ≈ gliner2-hivetrace-omni-ru; gliner2-hivetrace-omni-ru ≈ ru-legal-ner+cpu-int8; ru-legal-ner+cpu ≈ ru-legal-ner; ru-legal-ner ≈ gliner2-hivetrace-omni; traciora ≈ opf-ru-v2; opf-ru-v2 ≈ kalyan-ettin; gliner2-vladlinv-ru ≈ nuner-zero; nuner-zero ≈ gliner2-vladlinv; gliner2-vladlinv ≈ gliner-stream-pii; gliner-stream-pii ≈ mmbert32k+cpu-int8; mmbert32k+cpu-int8 ≈ gliner2-large; gliner-urchade ≈ fef2-secret-ru; fef2-secret-ru ≈ gliner25-fastino-ru; gliner-urchade-ru ≈ fef2-secret-ru+cpu-int8; gravitee-small+cpu-int8 ≈ stanza-ru; stanza-ru ≈ gravitee-small; gravitee-small ≈ gliner25-fastino; gliner25-fastino ≈ gliner-multi-v21-ru; ner-ru-yqelz ≈ ner-ru-gherman; ner-ru-gherman-onnx ≈ kalyan-ettin+cpu-int8; kalyan-ettin+cpu-int8 ≈ gliner2-hivetrace-uni-ru; gliner2-hivetrace-uni-ru ≈ spacy-ru-lg; spacy-ru-lg ≈ ner-ru-gherman+cpu-int8; ner-ru-gherman+cpu-int8 ≈ davlan-xlmr; spacy-alrosait ≈ davlan-mbert+cpu-int8; davlan-mbert+cpu-int8 ≈ natasha; rules-ru ≈ gliner-pii-edge+cpu-int8; gliner-pii-base+cpu-int8 ≈ betterleaks; betterleaks ≈ gitleaks; gitleaks ≈ gliner-multi-v21+cpu-int8; gliner-multi-v21+cpu-int8 ≈ gliner-multi-v21-ru+cpu-int8; gliner-multi-v21-ru+cpu-int8 ≈ gliner-nvidia+cpu-int8; gliner-nvidia+cpu-int8 ≈ gliner-nvidia-ru+cpu-int8; gliner-nvidia-ru+cpu-int8 ≈ gliner-urchade+cpu-int8; gliner-urchade+cpu-int8 ≈ gliner-urchade-ru+cpu-int8

Legacy runs on this set: betterleaks, ru-legal-ner+cpu. Their meta carries no `protocol` and no `bench_sha256`, so the version of the text they were taken from is confirmed only by the row and character counts, not by a fingerprint.

## Missed by group

| model | PERSON | ADDRESS | CONTACT | ID | NET | ACCOUNT | SECRET | ORG | DATE | OTHER |
|---|---|---|---|---|---|---|---|---|---|---|
| spans in gold | 2036 | 1316 | 962 | 1766 | 194 | 798 | 307 | 454 | 457 | 1207 |
| nym-base | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) |
| nym-small | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) |
| nym-base+cpu-int8 | 3 (0.1%) | 3 (0.2%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 1 (0.2%) | 0 (0.0%) | 0 (0.0%) |
| pplx+cpu-int8 | 2 (0.1%) | 2 (0.2%) | 0 (0.0%) | 0 (0.0%) | 1 (0.5%) | 0 (0.0%) | 1 (0.3%) | 40 (8.8%) | 0 (0.0%) | 1 (0.1%) |
| pplx | 2 (0.1%) | 21 (1.6%) | 0 (0.0%) | 0 (0.0%) | 1 (0.5%) | 0 (0.0%) | 3 (1.0%) | 336 (74.0%) | 0 (0.0%) | 11 (0.9%) |
| mmbert32k | 208 (10.2%) | 85 (6.5%) | 0 (0.0%) | 114 (6.5%) | 5 (2.6%) | 119 (14.9%) | 43 (14.0%) | 68 (15.0%) | 1 (0.2%) | 163 (13.5%) |
| opf-ru | 44 (2.2%) | 61 (4.6%) | 0 (0.0%) | 162 (9.2%) | 80 (41.2%) | 276 (34.6%) | 11 (3.6%) | 95 (20.9%) | 1 (0.2%) | 366 (30.3%) |
| apararti | 256 (12.6%) | 223 (16.9%) | 0 (0.0%) | 52 (2.9%) | 6 (3.1%) | 124 (15.5%) | 20 (6.5%) | 180 (39.6%) | 0 (0.0%) | 236 (19.6%) |
| openmed-multilingual | 404 (19.8%) | 344 (26.1%) | 3 (0.3%) | 39 (2.2%) | 2 (1.0%) | 78 (9.8%) | 21 (6.8%) | 199 (43.8%) | 3 (0.7%) | 34 (2.8%) |
| openai-base-onnx | 258 (12.7%) | 200 (15.2%) | 1 (0.1%) | 49 (2.8%) | 34 (17.5%) | 144 (18.0%) | 32 (10.4%) | 190 (41.9%) | 2 (0.4%) | 260 (21.5%) |
| openai-base | 259 (12.7%) | 206 (15.7%) | 1 (0.1%) | 48 (2.7%) | 35 (18.0%) | 141 (17.7%) | 32 (10.4%) | 188 (41.4%) | 2 (0.4%) | 259 (21.5%) |
| bardsai-eu | 21 (1.0%) | 119 (9.0%) | 5 (0.5%) | 102 (5.8%) | 13 (6.7%) | 30 (3.8%) | 25 (8.1%) | 11 (2.4%) | 14 (3.1%) | 980 (81.2%) |
| gliner-nvidia | 36 (1.8%) | 299 (22.7%) | 23 (2.4%) | 434 (24.6%) | 1 (0.5%) | 53 (6.6%) | 9 (2.9%) | 52 (11.5%) | 4 (0.9%) | 432 (35.8%) |
| gliner-nvidia-ru | 147 (7.2%) | 339 (25.8%) | 35 (3.6%) | 360 (20.4%) | 10 (5.2%) | 110 (13.8%) | 14 (4.6%) | 103 (22.7%) | 3 (0.7%) | 368 (30.5%) |
| ru-pii-ner | 9 (0.4%) | 334 (25.4%) | 60 (6.2%) | 200 (11.3%) | 120 (61.9%) | 19 (2.4%) | 59 (19.2%) | 413 (91.0%) | 0 (0.0%) | 278 (23.0%) |
| gliner2-fastino-ru | 89 (4.4%) | 388 (29.5%) | 4 (0.4%) | 262 (14.8%) | 170 (87.6%) | 71 (8.9%) | 10 (3.3%) | 20 (4.4%) | 5 (1.1%) | 677 (56.1%) |
| opf-kz-ru | 546 (26.8%) | 368 (28.0%) | 0 (0.0%) | 42 (2.4%) | 5 (2.6%) | 190 (23.8%) | 23 (7.5%) | 320 (70.5%) | 1 (0.2%) | 253 (21.0%) |
| gliner2-fastino | 231 (11.3%) | 342 (26.0%) | 3 (0.3%) | 275 (15.6%) | 169 (87.1%) | 103 (12.9%) | 14 (4.6%) | 16 (3.5%) | 4 (0.9%) | 633 (52.4%) |
| gliner2-hivetrace-omni-ru | 74 (3.6%) | 141 (10.7%) | 18 (1.9%) | 252 (14.3%) | 174 (89.7%) | 97 (12.2%) | 16 (5.2%) | 50 (11.0%) | 14 (3.1%) | 963 (79.8%) |
| ru-legal-ner+cpu-int8 | 68 (3.3%) | 191 (14.5%) | 19 (2.0%) | 420 (23.8%) | 16 (8.2%) | 239 (29.9%) | 85 (27.7%) | 30 (6.6%) | 212 (46.4%) | 581 (48.1%) |
| ru-legal-ner+cpu | 76 (3.7%) | 191 (14.5%) | 19 (2.0%) | 445 (25.2%) | 23 (11.9%) | 251 (31.5%) | 83 (27.0%) | 31 (6.8%) | 223 (48.8%) | 586 (48.6%) |
| ru-legal-ner | 76 (3.7%) | 191 (14.5%) | 19 (2.0%) | 445 (25.2%) | 23 (11.9%) | 251 (31.5%) | 83 (27.0%) | 31 (6.8%) | 223 (48.8%) | 586 (48.6%) |
| gliner2-hivetrace-omni | 168 (8.3%) | 128 (9.7%) | 10 (1.0%) | 268 (15.2%) | 174 (89.7%) | 78 (9.8%) | 21 (6.8%) | 42 (9.3%) | 6 (1.3%) | 1044 (86.5%) |
| openmed-nemotron | 300 (14.7%) | 400 (30.4%) | 26 (2.7%) | 733 (41.5%) | 1 (0.5%) | 298 (37.3%) | 42 (13.7%) | 168 (37.0%) | 4 (0.9%) | 119 (9.9%) |
| gliner-pii-edge | 130 (6.4%) | 646 (49.1%) | 67 (7.0%) | 353 (20.0%) | 48 (24.7%) | 60 (7.5%) | 59 (19.2%) | 67 (14.8%) | 24 (5.3%) | 841 (69.7%) |
| pii-shield-onnx | 437 (21.5%) | 426 (32.4%) | 17 (1.8%) | 615 (34.8%) | 3 (1.5%) | 416 (52.1%) | 59 (19.2%) | 276 (60.8%) | 11 (2.4%) | 312 (25.8%) |
| traciora | 148 (7.3%) | 214 (16.3%) | 11 (1.1%) | 292 (16.5%) | 126 (64.9%) | 383 (48.0%) | 43 (14.0%) | 107 (23.6%) | 360 (78.8%) | 1042 (86.3%) |
| opf-ru-v2 | 75 (3.7%) | 300 (22.8%) | 1 (0.1%) | 60 (3.4%) | 143 (73.7%) | 408 (51.1%) | 29 (9.4%) | 182 (40.1%) | 412 (90.2%) | 1200 (99.4%) |
| kalyan-ettin | 425 (20.9%) | 687 (52.2%) | 72 (7.5%) | 917 (51.9%) | 21 (10.8%) | 353 (44.2%) | 67 (21.8%) | 132 (29.1%) | 15 (3.3%) | 200 (16.6%) |
| gliner2-vladlinv-ru | 137 (6.7%) | 902 (68.5%) | 35 (3.6%) | 567 (32.1%) | 183 (94.3%) | 241 (30.2%) | 125 (40.7%) | 405 (89.2%) | 7 (1.5%) | 612 (50.7%) |
| nuner-zero | 1419 (69.7%) | 321 (24.4%) | 7 (0.7%) | 561 (31.8%) | 0 (0.0%) | 117 (14.7%) | 10 (3.3%) | 158 (34.8%) | 27 (5.9%) | 617 (51.1%) |
| gliner2-vladlinv | 198 (9.7%) | 958 (72.8%) | 32 (3.3%) | 563 (31.9%) | 180 (92.8%) | 258 (32.3%) | 89 (29.0%) | 401 (88.3%) | 4 (0.9%) | 592 (49.0%) |
| gliner-stream-pii | 551 (27.1%) | 688 (52.3%) | 164 (17.0%) | 665 (37.7%) | 45 (23.2%) | 82 (10.3%) | 76 (24.8%) | 179 (39.4%) | 87 (19.0%) | 837 (69.3%) |
| mmbert32k+cpu-int8 | 1510 (74.2%) | 655 (49.8%) | 86 (8.9%) | 124 (7.0%) | 50 (25.8%) | 264 (33.1%) | 60 (19.5%) | 298 (65.6%) | 26 (5.7%) | 364 (30.2%) |
| gliner2-large | 942 (46.3%) | 531 (40.3%) | 15 (1.6%) | 464 (26.3%) | 114 (58.8%) | 155 (19.4%) | 62 (20.2%) | 162 (35.7%) | 44 (9.6%) | 996 (82.5%) |
| gliner-urchade | 1960 (96.3%) | 308 (23.4%) | 8 (0.8%) | 483 (27.3%) | 7 (3.6%) | 149 (18.7%) | 12 (3.9%) | 102 (22.5%) | 17 (3.7%) | 861 (71.3%) |
| fef2-secret-ru | 31 (1.5%) | 466 (35.4%) | 427 (44.4%) | 1175 (66.5%) | 159 (82.0%) | 88 (11.0%) | 60 (19.5%) | 5 (1.1%) | 454 (99.3%) | 1109 (91.9%) |
| gliner25-fastino-ru | 143 (7.0%) | 368 (28.0%) | 7 (0.7%) | 1038 (58.8%) | 165 (85.1%) | 580 (72.7%) | 80 (26.1%) | 411 (90.5%) | 116 (25.4%) | 1139 (94.4%) |
| gliner2-hivetrace-uni | 1800 (88.4%) | 480 (36.5%) | 46 (4.8%) | 244 (13.8%) | 182 (93.8%) | 140 (17.5%) | 142 (46.3%) | 276 (60.8%) | 16 (3.5%) | 880 (72.9%) |
| gliner-urchade-ru | 1879 (92.3%) | 374 (28.4%) | 13 (1.4%) | 613 (34.7%) | 5 (2.6%) | 253 (31.7%) | 9 (2.9%) | 214 (47.1%) | 12 (2.6%) | 1103 (91.4%) |
| fef2-secret-ru+cpu-int8 | 42 (2.1%) | 569 (43.2%) | 507 (52.7%) | 1431 (81.0%) | 163 (84.0%) | 124 (15.5%) | 62 (20.2%) | 10 (2.2%) | 454 (99.3%) | 1181 (97.8%) |
| gravitee-small+cpu-int8 | 1715 (84.2%) | 350 (26.6%) | 108 (11.2%) | 1258 (71.2%) | 17 (8.8%) | 742 (93.0%) | 256 (83.4%) | 438 (96.5%) | 43 (9.4%) | 230 (19.1%) |
| stanza-ru | 14 (0.7%) | 469 (35.6%) | 914 (95.0%) | 1247 (70.6%) | 184 (94.8%) | 537 (67.3%) | 226 (73.6%) | 8 (1.8%) | 432 (94.5%) | 1134 (94.0%) |
| gravitee-small | 1764 (86.6%) | 375 (28.5%) | 91 (9.5%) | 1282 (72.6%) | 15 (7.7%) | 741 (92.9%) | 250 (81.4%) | 441 (97.1%) | 32 (7.0%) | 227 (18.8%) |
| gliner25-fastino | 920 (45.2%) | 567 (43.1%) | 7 (0.7%) | 1211 (68.6%) | 139 (71.6%) | 693 (86.8%) | 71 (23.1%) | 361 (79.5%) | 146 (31.9%) | 1141 (94.5%) |
| gliner-multi-v21-ru | 279 (13.7%) | 478 (36.3%) | 372 (38.7%) | 1599 (90.5%) | 182 (93.8%) | 510 (63.9%) | 227 (73.9%) | 365 (80.4%) | 93 (20.4%) | 1173 (97.2%) |
| gliner-multi-v21 | 545 (26.8%) | 560 (42.6%) | 351 (36.5%) | 1475 (83.5%) | 170 (87.6%) | 486 (60.9%) | 228 (74.3%) | 413 (91.0%) | 45 (9.8%) | 1144 (94.8%) |
| gliner-pii-base | 1874 (92.0%) | 739 (56.2%) | 221 (23.0%) | 1310 (74.2%) | 101 (52.1%) | 250 (31.3%) | 190 (61.9%) | 173 (38.1%) | 67 (14.7%) | 800 (66.3%) |
| ner-ru-yqelz | 20 (1.0%) | 491 (37.3%) | 788 (81.9%) | 1658 (93.9%) | 183 (94.3%) | 780 (97.7%) | 244 (79.5%) | 38 (8.4%) | 456 (99.8%) | 1199 (99.3%) |
| ner-ru-gherman | 55 (2.7%) | 273 (20.7%) | 822 (85.4%) | 1765 (99.9%) | 188 (96.9%) | 709 (88.8%) | 306 (99.7%) | 124 (27.3%) | 455 (99.6%) | 1205 (99.8%) |
| ner-ru-gherman-onnx | 58 (2.8%) | 282 (21.4%) | 828 (86.1%) | 1765 (99.9%) | 189 (97.4%) | 711 (89.1%) | 306 (99.7%) | 125 (27.5%) | 455 (99.6%) | 1206 (99.9%) |
| kalyan-ettin+cpu-int8 | 1097 (53.9%) | 1177 (89.4%) | 439 (45.6%) | 1480 (83.8%) | 168 (86.6%) | 615 (77.1%) | 215 (70.0%) | 314 (69.2%) | 62 (13.6%) | 381 (31.6%) |
| gliner2-hivetrace-uni-ru | 852 (41.8%) | 1066 (81.0%) | 929 (96.6%) | 716 (40.5%) | 194 (100.0%) | 195 (24.4%) | 230 (74.9%) | 373 (82.2%) | 237 (51.9%) | 1174 (97.3%) |
| spacy-ru-lg | 82 (4.0%) | 619 (47.0%) | 925 (96.2%) | 1624 (92.0%) | 180 (92.8%) | 662 (83.0%) | 277 (90.2%) | 8 (1.8%) | 457 (100.0%) | 1181 (97.8%) |
| ner-ru-gherman+cpu-int8 | 66 (3.2%) | 337 (25.6%) | 869 (90.3%) | 1766 (100.0%) | 190 (97.9%) | 721 (90.4%) | 306 (99.7%) | 123 (27.1%) | 457 (100.0%) | 1207 (100.0%) |
| davlan-xlmr | 14 (0.7%) | 425 (32.3%) | 950 (98.8%) | 1750 (99.1%) | 170 (87.6%) | 772 (96.7%) | 307 (100.0%) | 1 (0.2%) | 457 (100.0%) | 1205 (99.8%) |
| davlan-mbert | 27 (1.3%) | 440 (33.4%) | 950 (98.8%) | 1759 (99.6%) | 149 (76.8%) | 788 (98.7%) | 306 (99.7%) | 4 (0.9%) | 457 (100.0%) | 1207 (100.0%) |
| spacy-alrosait | 93 (4.6%) | 307 (23.3%) | 951 (98.9%) | 1759 (99.6%) | 194 (100.0%) | 797 (99.9%) | 306 (99.7%) | 193 (42.5%) | 457 (100.0%) | 1207 (100.0%) |
| davlan-mbert+cpu-int8 | 62 (3.0%) | 523 (39.7%) | 958 (99.6%) | 1763 (99.8%) | 184 (94.8%) | 786 (98.5%) | 307 (100.0%) | 17 (3.7%) | 457 (100.0%) | 1207 (100.0%) |
| natasha | 75 (3.7%) | 773 (58.7%) | 955 (99.3%) | 1689 (95.6%) | 194 (100.0%) | 661 (82.8%) | 294 (95.8%) | 14 (3.1%) | 456 (99.8%) | 1193 (98.8%) |
| davlan-xlmr+cpu-int8 | 531 (26.1%) | 716 (54.4%) | 960 (99.8%) | 1762 (99.8%) | 189 (97.4%) | 795 (99.6%) | 307 (100.0%) | 110 (24.2%) | 457 (100.0%) | 1207 (100.0%) |
| rules-ru | 2036 (100.0%) | 1316 (100.0%) | 30 (3.1%) | 1280 (72.5%) | 2 (1.0%) | 768 (96.2%) | 219 (71.3%) | 178 (39.2%) | 457 (100.0%) | 1207 (100.0%) |
| gliner-pii-edge+cpu-int8 | 1855 (91.1%) | 1211 (92.0%) | 751 (78.1%) | 1088 (61.6%) | 179 (92.3%) | 528 (66.2%) | 253 (82.4%) | 418 (92.1%) | 114 (24.9%) | 1109 (91.9%) |
| gliner-pii-base+cpu-int8 | 2036 (100.0%) | 1316 (100.0%) | 962 (100.0%) | 1766 (100.0%) | 194 (100.0%) | 797 (99.9%) | 307 (100.0%) | 454 (100.0%) | 457 (100.0%) | 1207 (100.0%) |
| betterleaks | 2036 (100.0%) | 1316 (100.0%) | 962 (100.0%) | 1766 (100.0%) | 194 (100.0%) | 798 (100.0%) | 307 (100.0%) | 454 (100.0%) | 457 (100.0%) | 1207 (100.0%) |
| gitleaks | 2036 (100.0%) | 1316 (100.0%) | 962 (100.0%) | 1766 (100.0%) | 194 (100.0%) | 798 (100.0%) | 307 (100.0%) | 454 (100.0%) | 457 (100.0%) | 1207 (100.0%) |
| gliner-multi-v21+cpu-int8 | 2036 (100.0%) | 1316 (100.0%) | 962 (100.0%) | 1766 (100.0%) | 194 (100.0%) | 798 (100.0%) | 307 (100.0%) | 454 (100.0%) | 457 (100.0%) | 1207 (100.0%) |
| gliner-multi-v21-ru+cpu-int8 | 2036 (100.0%) | 1316 (100.0%) | 962 (100.0%) | 1766 (100.0%) | 194 (100.0%) | 798 (100.0%) | 307 (100.0%) | 454 (100.0%) | 457 (100.0%) | 1207 (100.0%) |
| gliner-nvidia+cpu-int8 | 2036 (100.0%) | 1316 (100.0%) | 962 (100.0%) | 1766 (100.0%) | 194 (100.0%) | 798 (100.0%) | 307 (100.0%) | 454 (100.0%) | 457 (100.0%) | 1207 (100.0%) |
| gliner-nvidia-ru+cpu-int8 | 2036 (100.0%) | 1316 (100.0%) | 962 (100.0%) | 1766 (100.0%) | 194 (100.0%) | 798 (100.0%) | 307 (100.0%) | 454 (100.0%) | 457 (100.0%) | 1207 (100.0%) |
| gliner-urchade+cpu-int8 | 2036 (100.0%) | 1316 (100.0%) | 962 (100.0%) | 1766 (100.0%) | 194 (100.0%) | 798 (100.0%) | 307 (100.0%) | 454 (100.0%) | 457 (100.0%) | 1207 (100.0%) |
| gliner-urchade-ru+cpu-int8 | 2036 (100.0%) | 1316 (100.0%) | 962 (100.0%) | 1766 (100.0%) | 194 (100.0%) | 798 (100.0%) | 307 (100.0%) | 454 (100.0%) | 457 (100.0%) | 1207 (100.0%) |

## Char recall by gold type

| type | group | nym-base | nym-small | nym-base+cpu-int8 | pplx+cpu-int8 | pplx | mmbert32k | opf-ru | apararti | openmed-multilingual | openai-base-onnx | openai-base | bardsai-eu | gliner-nvidia | gliner-nvidia-ru | ru-pii-ner | gliner2-fastino-ru | opf-kz-ru | gliner2-fastino | gliner2-hivetrace-omni-ru | ru-legal-ner+cpu-int8 | ru-legal-ner+cpu | ru-legal-ner | gliner2-hivetrace-omni | openmed-nemotron | gliner-pii-edge | pii-shield-onnx | traciora | opf-ru-v2 | kalyan-ettin | gliner2-vladlinv-ru | nuner-zero | gliner2-vladlinv | gliner-stream-pii | mmbert32k+cpu-int8 | gliner2-large | gliner-urchade | fef2-secret-ru | gliner25-fastino-ru | gliner2-hivetrace-uni | gliner-urchade-ru | fef2-secret-ru+cpu-int8 | gravitee-small+cpu-int8 | stanza-ru | gravitee-small | gliner25-fastino | gliner-multi-v21-ru | gliner-multi-v21 | gliner-pii-base | ner-ru-yqelz | ner-ru-gherman | ner-ru-gherman-onnx | kalyan-ettin+cpu-int8 | gliner2-hivetrace-uni-ru | spacy-ru-lg | ner-ru-gherman+cpu-int8 | davlan-xlmr | davlan-mbert | spacy-alrosait | davlan-mbert+cpu-int8 | natasha | davlan-xlmr+cpu-int8 | rules-ru | gliner-pii-edge+cpu-int8 | gliner-pii-base+cpu-int8 | betterleaks | gitleaks | gliner-multi-v21+cpu-int8 | gliner-multi-v21-ru+cpu-int8 | gliner-nvidia+cpu-int8 | gliner-nvidia-ru+cpu-int8 | gliner-urchade+cpu-int8 | gliner-urchade-ru+cpu-int8 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ACCOUNT_NUMBER | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 0.984 | 1.000 | 1.000 | 0.916 | 0.755 | 0.755 | 0.969 | 0.862 | 1.000 | 0.869 | 0.824 | 0.930 | 0.953 | 0.953 | 0.991 | 0.526 | 0.809 | 0.886 | 0.969 | 1.000 | 0.542 | 0.725 | 0.747 | 0.610 | 0.396 | 0.991 | 0.801 | 0.976 | 0.367 | 0.603 | 0.931 | 0.915 | 0.305 | 0.237 | 0.787 | 0.229 | 0.565 | 0.137 | 0.160 | 0.275 | 0.053 | 0.000 | 0.000 | 0.297 | 0.397 | 0.259 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.320 | 0.008 | 0.175 | 0.472 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| AGE | OTHER | 1.000 | 1.000 | 1.000 | 1.000 | 0.900 | 0.535 | 0.040 | 0.055 | 1.000 | 0.010 | 0.010 | 0.645 | 0.020 | 0.020 | 0.180 | 0.125 | 0.030 | 0.085 | 0.425 | 0.050 | 0.030 | 0.030 | 0.205 | 0.615 | 0.615 | 0.305 | 0.100 | 0.000 | 0.170 | 0.105 | 0.105 | 0.075 | 0.040 | 0.210 | 0.690 | 0.000 | 0.010 | 0.155 | 0.120 | 0.000 | 0.000 | 0.335 | 0.215 | 0.285 | 0.050 | 0.000 | 0.000 | 0.665 | 0.000 | 0.000 | 0.000 | 0.010 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.060 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| API_KEY | SECRET | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.917 | 0.995 | 1.000 | 0.739 | 1.000 | 1.000 | 1.000 | 0.950 | 0.937 | 0.582 | 0.950 | 1.000 | 0.924 | 0.924 | 0.926 | 0.936 | 0.936 | 0.950 | 0.926 | 1.000 | 1.000 | 0.996 | 0.999 | 0.675 | 0.443 | 1.000 | 0.481 | 0.569 | 0.917 | 0.962 | 0.987 | 0.998 | 0.798 | 0.587 | 0.937 | 1.000 | 0.047 | 0.012 | 0.047 | 0.835 | 0.557 | 0.506 | 0.696 | 0.720 | 0.000 | 0.000 | 0.651 | 0.283 | 0.228 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.987 | 0.165 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| BUILDING_NUMBER | ADDRESS | 1.000 | 1.000 | 0.998 | 1.000 | 0.996 | 0.989 | 0.974 | 0.944 | 0.394 | 0.894 | 0.892 | 0.868 | 0.539 | 0.494 | 0.766 | 0.452 | 0.810 | 0.463 | 0.771 | 0.879 | 0.870 | 0.870 | 0.760 | 0.517 | 0.524 | 0.729 | 0.896 | 0.833 | 0.316 | 0.327 | 0.942 | 0.329 | 0.506 | 0.487 | 0.636 | 0.444 | 0.043 | 0.736 | 0.134 | 0.522 | 0.028 | 0.900 | 0.002 | 0.868 | 0.409 | 0.517 | 0.478 | 0.519 | 0.030 | 0.877 | 0.857 | 0.037 | 0.000 | 0.011 | 0.768 | 0.214 | 0.019 | 0.825 | 0.006 | 0.006 | 0.000 | 0.000 | 0.032 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| CITY | ADDRESS | 1.000 | 1.000 | 0.992 | 0.974 | 0.901 | 0.616 | 0.987 | 0.605 | 0.489 | 0.747 | 0.742 | 0.834 | 0.732 | 0.744 | 0.705 | 0.857 | 0.421 | 0.845 | 0.720 | 0.901 | 0.904 | 0.904 | 0.717 | 0.434 | 0.295 | 0.549 | 0.663 | 0.529 | 0.332 | 0.285 | 0.382 | 0.223 | 0.325 | 0.153 | 0.508 | 0.775 | 0.735 | 0.711 | 0.605 | 0.744 | 0.705 | 0.510 | 0.709 | 0.472 | 0.671 | 0.575 | 0.520 | 0.257 | 0.843 | 0.682 | 0.685 | 0.043 | 0.142 | 0.690 | 0.642 | 0.846 | 0.817 | 0.760 | 0.775 | 0.591 | 0.518 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| COMPANY_NAME | ORG | 0.999 | 1.000 | 0.994 | 0.757 | 0.186 | 0.584 | 0.583 | 0.494 | 0.309 | 0.493 | 0.496 | 0.900 | 0.752 | 0.625 | 0.059 | 0.796 | 0.216 | 0.789 | 0.849 | 0.927 | 0.925 | 0.925 | 0.839 | 0.396 | 0.626 | 0.281 | 0.628 | 0.452 | 0.441 | 0.059 | 0.591 | 0.067 | 0.519 | 0.144 | 0.451 | 0.676 | 0.975 | 0.064 | 0.206 | 0.476 | 0.937 | 0.020 | 0.923 | 0.013 | 0.168 | 0.155 | 0.061 | 0.472 | 0.875 | 0.491 | 0.486 | 0.152 | 0.112 | 0.931 | 0.496 | 0.964 | 0.933 | 0.419 | 0.826 | 0.913 | 0.473 | 0.667 | 0.043 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| COUNTRY | ADDRESS | 1.000 | 1.000 | 0.992 | 1.000 | 0.913 | 0.764 | 0.668 | 0.473 | 0.633 | 0.465 | 0.455 | 0.956 | 0.902 | 0.939 | 0.480 | 0.958 | 0.369 | 0.926 | 0.894 | 0.588 | 0.602 | 0.602 | 0.879 | 0.512 | 0.669 | 0.621 | 0.609 | 0.523 | 0.777 | 0.052 | 0.613 | 0.081 | 0.765 | 0.232 | 0.691 | 0.921 | 0.949 | 0.524 | 0.846 | 0.936 | 0.887 | 0.285 | 0.986 | 0.235 | 0.576 | 0.901 | 0.901 | 0.544 | 0.993 | 0.885 | 0.867 | 0.272 | 0.559 | 0.968 | 0.905 | 0.987 | 0.967 | 0.762 | 0.960 | 0.953 | 0.713 | 0.000 | 0.103 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| CREDIT_DEBIT_CARD | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.998 | 0.999 | 1.000 | 0.998 | 1.000 | 1.000 | 0.992 | 0.583 | 0.978 | 0.993 | 1.000 | 1.000 | 1.000 | 1.000 | 0.870 | 0.867 | 0.867 | 1.000 | 0.677 | 0.995 | 0.904 | 0.986 | 0.999 | 0.897 | 0.802 | 0.795 | 0.959 | 0.909 | 0.997 | 0.979 | 0.986 | 0.219 | 0.620 | 0.895 | 0.931 | 0.068 | 0.347 | 0.013 | 0.326 | 0.388 | 0.000 | 0.000 | 0.061 | 0.007 | 0.000 | 0.000 | 0.199 | 0.497 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.937 | 0.506 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| CUSTOMER_ID | ACCOUNT | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.569 | 0.284 | 0.868 | 0.987 | 0.785 | 0.784 | 0.897 | 0.901 | 0.826 | 0.985 | 0.826 | 0.830 | 0.690 | 0.777 | 0.490 | 0.475 | 0.475 | 0.852 | 0.460 | 0.932 | 0.257 | 0.210 | 0.316 | 0.231 | 0.458 | 0.760 | 0.446 | 0.869 | 0.563 | 0.834 | 0.620 | 0.909 | 0.129 | 0.900 | 0.567 | 0.850 | 0.059 | 0.113 | 0.069 | 0.034 | 0.099 | 0.073 | 0.780 | 0.002 | 0.000 | 0.000 | 0.065 | 0.893 | 0.030 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.133 | 0.003 | 0.057 | 0.516 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| CVV | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.656 | 0.151 | 0.448 | 0.853 | 0.544 | 0.556 | 0.892 | 0.386 | 0.571 | 0.846 | 0.139 | 0.610 | 0.139 | 0.564 | 0.097 | 0.112 | 0.112 | 0.772 | 0.822 | 1.000 | 0.683 | 0.201 | 0.421 | 0.166 | 0.274 | 0.432 | 0.402 | 0.946 | 0.564 | 0.417 | 0.243 | 0.027 | 0.000 | 0.135 | 0.097 | 0.000 | 0.046 | 0.000 | 0.035 | 0.073 | 0.000 | 0.112 | 0.969 | 0.089 | 0.000 | 0.000 | 0.000 | 0.093 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.205 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| DATE | OTHER | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.992 | 0.949 | 0.999 | 0.986 | 0.998 | 0.998 | 0.126 | 0.894 | 0.946 | 0.915 | 0.595 | 0.998 | 0.641 | 0.219 | 0.508 | 0.489 | 0.489 | 0.164 | 0.983 | 0.276 | 0.715 | 0.095 | 0.003 | 0.971 | 0.664 | 0.644 | 0.677 | 0.403 | 0.569 | 0.147 | 0.411 | 0.076 | 0.051 | 0.379 | 0.125 | 0.016 | 0.913 | 0.006 | 0.934 | 0.060 | 0.025 | 0.066 | 0.401 | 0.000 | 0.000 | 0.000 | 0.500 | 0.024 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.097 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| DATE_OF_BIRTH | DATE | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.973 | 0.993 | 1.000 | 0.988 | 0.996 | 0.995 | 0.958 | 0.988 | 0.993 | 1.000 | 0.985 | 0.993 | 0.988 | 0.965 | 0.319 | 0.304 | 0.304 | 0.983 | 0.979 | 0.946 | 0.924 | 0.119 | 0.058 | 0.936 | 0.982 | 0.937 | 0.988 | 0.798 | 0.655 | 0.901 | 0.959 | 0.003 | 0.744 | 0.961 | 0.970 | 0.005 | 0.803 | 0.012 | 0.862 | 0.679 | 0.793 | 0.898 | 0.850 | 0.002 | 0.001 | 0.001 | 0.502 | 0.479 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.747 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| DRIVERS_LICENSE | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.849 | 0.958 | 0.991 | 0.999 | 0.986 | 0.986 | 0.992 | 0.922 | 0.929 | 1.000 | 1.000 | 1.000 | 0.985 | 0.913 | 0.769 | 0.720 | 0.720 | 0.913 | 0.512 | 0.916 | 0.866 | 0.770 | 0.999 | 0.505 | 0.992 | 0.774 | 0.963 | 0.756 | 0.931 | 0.945 | 0.937 | 0.196 | 0.485 | 0.854 | 1.000 | 0.134 | 0.056 | 0.540 | 0.071 | 0.177 | 0.022 | 0.123 | 0.182 | 0.000 | 0.000 | 0.000 | 0.090 | 0.759 | 0.043 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.050 | 0.000 | 0.000 | 0.516 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| EMAIL | CONTACT | 1.000 | 1.000 | 1.000 | 0.995 | 1.000 | 0.993 | 0.996 | 0.998 | 0.987 | 0.997 | 0.998 | 0.863 | 0.999 | 0.982 | 0.988 | 0.996 | 0.996 | 0.998 | 0.986 | 0.997 | 0.998 | 0.998 | 0.986 | 0.992 | 0.984 | 0.999 | 1.000 | 0.997 | 0.989 | 0.990 | 0.999 | 0.990 | 0.845 | 0.478 | 0.994 | 0.994 | 0.995 | 0.996 | 0.971 | 0.997 | 0.992 | 0.855 | 0.103 | 0.881 | 0.996 | 0.599 | 0.504 | 0.967 | 0.005 | 0.175 | 0.165 | 0.598 | 0.024 | 0.086 | 0.126 | 0.011 | 0.024 | 0.017 | 0.007 | 0.007 | 0.003 | 0.985 | 0.153 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| EMPLOYEE_ID | ACCOUNT | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.626 | 0.201 | 0.958 | 0.970 | 0.898 | 0.903 | 0.892 | 0.895 | 0.870 | 0.955 | 0.910 | 0.915 | 0.938 | 0.923 | 0.421 | 0.410 | 0.410 | 0.928 | 0.359 | 0.937 | 0.227 | 0.396 | 0.307 | 0.279 | 0.784 | 0.869 | 0.774 | 0.957 | 0.475 | 0.834 | 0.820 | 0.944 | 0.199 | 0.900 | 0.496 | 0.933 | 0.067 | 0.243 | 0.071 | 0.022 | 0.189 | 0.148 | 0.882 | 0.000 | 0.000 | 0.000 | 0.056 | 0.864 | 0.401 | 0.000 | 0.000 | 0.006 | 0.000 | 0.002 | 0.458 | 0.000 | 0.050 | 0.157 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| FAX_NUMBER | CONTACT | 1.000 | 1.000 | 1.000 | 0.997 | 1.000 | 0.833 | 0.992 | 0.997 | 0.976 | 0.994 | 0.996 | 0.969 | 0.827 | 0.738 | 0.755 | 0.979 | 0.989 | 1.000 | 0.986 | 0.987 | 0.966 | 0.966 | 0.986 | 0.870 | 0.842 | 0.962 | 0.961 | 0.996 | 0.649 | 0.903 | 0.995 | 0.940 | 0.721 | 0.753 | 0.947 | 1.000 | 0.132 | 1.000 | 0.900 | 0.964 | 0.030 | 0.773 | 0.000 | 0.783 | 0.979 | 0.255 | 0.271 | 0.700 | 0.115 | 0.000 | 0.000 | 0.073 | 0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.000 | 0.000 | 0.000 | 0.960 | 0.107 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| GENDER | OTHER | 1.000 | 1.000 | 1.000 | 0.980 | 0.980 | 0.035 | 0.036 | 0.097 | 0.916 | 0.078 | 0.078 | 0.254 | 0.036 | 0.064 | 0.031 | 0.144 | 0.026 | 0.316 | 0.170 | 0.201 | 0.161 | 0.161 | 0.035 | 0.447 | 0.582 | 0.077 | 0.168 | 0.000 | 0.117 | 0.000 | 0.000 | 0.000 | 0.013 | 0.004 | 0.104 | 0.184 | 0.091 | 0.064 | 0.088 | 0.016 | 0.031 | 0.047 | 0.122 | 0.040 | 0.088 | 0.120 | 0.099 | 0.011 | 0.042 | 0.000 | 0.000 | 0.055 | 0.073 | 0.082 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.038 | 0.000 | 0.000 | 0.144 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| GIVEN_NAME | PERSON | 1.000 | 1.000 | 0.998 | 0.997 | 0.999 | 0.941 | 0.972 | 0.866 | 0.775 | 0.869 | 0.869 | 0.984 | 0.971 | 0.901 | 0.995 | 0.944 | 0.739 | 0.846 | 0.953 | 0.967 | 0.962 | 0.962 | 0.898 | 0.827 | 0.922 | 0.808 | 0.918 | 0.959 | 0.809 | 0.921 | 0.312 | 0.890 | 0.663 | 0.281 | 0.482 | 0.036 | 0.979 | 0.919 | 0.125 | 0.077 | 0.975 | 0.143 | 0.989 | 0.126 | 0.560 | 0.854 | 0.728 | 0.107 | 0.992 | 0.946 | 0.944 | 0.497 | 0.571 | 0.951 | 0.943 | 0.989 | 0.980 | 0.946 | 0.955 | 0.952 | 0.746 | 0.000 | 0.078 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| GOVERNMENT_ID | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.973 | 0.950 | 0.984 | 0.992 | 1.000 | 1.000 | 0.984 | 0.687 | 0.738 | 0.964 | 0.982 | 1.000 | 0.891 | 0.877 | 0.882 | 0.890 | 0.890 | 0.874 | 0.608 | 1.000 | 0.453 | 0.787 | 0.955 | 0.431 | 0.744 | 0.453 | 0.758 | 0.675 | 0.966 | 0.499 | 0.506 | 0.127 | 0.233 | 0.990 | 0.637 | 0.079 | 0.144 | 0.074 | 0.116 | 0.170 | 0.000 | 0.184 | 0.211 | 0.000 | 0.000 | 0.000 | 0.110 | 0.911 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.114 | 0.600 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| IBAN | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 0.964 | 1.000 | 1.000 | 0.969 | 0.819 | 0.819 | 0.716 | 0.790 | 1.000 | 0.873 | 0.881 | 0.985 | 0.989 | 0.989 | 0.966 | 0.439 | 0.990 | 0.917 | 1.000 | 1.000 | 0.718 | 0.645 | 0.969 | 0.573 | 0.397 | 0.995 | 0.860 | 0.871 | 0.415 | 0.966 | 0.958 | 0.840 | 0.346 | 0.490 | 0.667 | 0.469 | 0.749 | 0.150 | 0.362 | 0.396 | 0.446 | 0.000 | 0.000 | 0.270 | 0.269 | 0.622 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.240 | 0.393 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| LICENSE_PLATE | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.832 | 0.350 | 0.991 | 0.757 | 0.962 | 0.962 | 0.880 | 0.493 | 0.316 | 0.980 | 0.350 | 0.993 | 0.365 | 0.405 | 0.480 | 0.464 | 0.464 | 0.912 | 0.182 | 0.624 | 0.381 | 0.575 | 0.870 | 0.255 | 0.504 | 0.248 | 0.551 | 0.334 | 0.617 | 0.496 | 0.465 | 0.416 | 0.018 | 0.774 | 0.252 | 0.146 | 0.035 | 0.536 | 0.027 | 0.148 | 0.106 | 0.188 | 0.515 | 0.029 | 0.000 | 0.000 | 0.071 | 0.626 | 0.051 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.100 | 0.000 | 0.000 | 0.246 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| MAC_ADDRESS | NET | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.503 | 0.244 | 0.944 | 0.998 | 0.941 | 0.941 | 0.958 | 1.000 | 1.000 | 0.622 | 0.000 | 0.866 | 0.000 | 0.000 | 0.348 | 0.335 | 0.335 | 0.001 | 0.848 | 0.496 | 0.991 | 0.236 | 0.229 | 0.926 | 0.105 | 0.995 | 0.148 | 0.962 | 0.358 | 0.008 | 0.936 | 0.054 | 0.273 | 0.116 | 0.947 | 0.031 | 0.596 | 0.010 | 0.619 | 0.473 | 0.046 | 0.000 | 0.021 | 0.038 | 0.000 | 0.000 | 0.033 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.978 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| MEDICAL_RECORD_NUMBER | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.915 | 0.901 | 0.998 | 0.989 | 0.994 | 0.994 | 1.000 | 0.904 | 0.805 | 1.000 | 0.943 | 0.996 | 0.912 | 0.892 | 0.437 | 0.337 | 0.337 | 0.895 | 0.826 | 0.336 | 0.280 | 0.576 | 0.987 | 0.366 | 0.599 | 0.923 | 0.610 | 0.594 | 0.914 | 0.746 | 0.118 | 0.635 | 0.060 | 0.984 | 0.043 | 0.439 | 0.095 | 0.842 | 0.091 | 0.059 | 0.044 | 0.032 | 0.118 | 0.014 | 0.000 | 0.000 | 0.172 | 0.898 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.248 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| PASSPORT | ID | 1.000 | 0.999 | 0.998 | 1.000 | 0.999 | 0.859 | 0.948 | 0.964 | 0.967 | 0.975 | 0.972 | 0.887 | 0.937 | 0.917 | 0.992 | 0.972 | 0.969 | 0.976 | 0.966 | 0.940 | 0.930 | 0.930 | 0.967 | 0.447 | 0.644 | 0.327 | 0.937 | 0.971 | 0.316 | 0.934 | 0.794 | 0.934 | 0.231 | 0.735 | 0.931 | 0.973 | 0.237 | 0.334 | 0.849 | 0.923 | 0.033 | 0.726 | 0.004 | 0.742 | 0.507 | 0.039 | 0.181 | 0.191 | 0.007 | 0.000 | 0.000 | 0.095 | 0.622 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.910 | 0.181 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| PASSWORD | SECRET | 1.000 | 1.000 | 0.999 | 1.000 | 0.999 | 0.670 | 0.983 | 0.959 | 0.952 | 0.919 | 0.919 | 0.825 | 0.976 | 0.968 | 0.845 | 0.956 | 0.888 | 0.945 | 0.942 | 0.482 | 0.496 | 0.496 | 0.916 | 0.759 | 0.605 | 0.915 | 0.908 | 0.855 | 0.644 | 0.584 | 0.912 | 0.782 | 0.744 | 0.537 | 0.625 | 0.929 | 0.939 | 0.832 | 0.401 | 0.971 | 0.919 | 0.193 | 0.372 | 0.221 | 0.891 | 0.048 | 0.145 | 0.149 | 0.000 | 0.003 | 0.003 | 0.119 | 0.165 | 0.069 | 0.003 | 0.000 | 0.003 | 0.000 | 0.000 | 0.044 | 0.000 | 0.048 | 0.071 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| PHONE | CONTACT | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 0.882 | 0.995 | 0.996 | 0.969 | 0.995 | 0.995 | 0.990 | 0.976 | 0.975 | 0.904 | 0.993 | 0.993 | 0.992 | 0.972 | 0.954 | 0.952 | 0.952 | 0.987 | 0.923 | 0.890 | 0.971 | 0.966 | 0.994 | 0.680 | 0.947 | 0.986 | 0.948 | 0.734 | 0.764 | 0.977 | 0.986 | 0.159 | 0.988 | 0.933 | 0.980 | 0.060 | 0.771 | 0.003 | 0.801 | 0.990 | 0.505 | 0.596 | 0.631 | 0.161 | 0.000 | 0.000 | 0.153 | 0.033 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.944 | 0.155 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| PIN | SECRET | 1.000 | 1.000 | 1.000 | 0.986 | 0.932 | 0.762 | 0.819 | 0.730 | 0.940 | 0.637 | 0.637 | 0.790 | 0.943 | 0.893 | 0.986 | 0.940 | 0.858 | 0.943 | 0.972 | 0.505 | 0.520 | 0.520 | 0.929 | 0.811 | 0.975 | 0.021 | 0.434 | 0.769 | 0.819 | 0.804 | 0.986 | 0.769 | 0.840 | 0.751 | 0.890 | 0.932 | 0.000 | 0.313 | 0.808 | 0.954 | 0.028 | 0.071 | 0.043 | 0.050 | 0.185 | 0.491 | 0.235 | 0.601 | 0.014 | 0.000 | 0.000 | 0.021 | 0.466 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.463 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| ROUTING_NUMBER | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.967 | 1.000 | 1.000 | 0.967 | 1.000 | 1.000 | 0.683 | 0.483 | 0.467 | 0.567 | 0.900 | 1.000 | 0.883 | 0.550 | 0.517 | 0.517 | 0.517 | 0.600 | 0.733 | 1.000 | 0.433 | 0.700 | 1.000 | 0.733 | 0.300 | 0.700 | 0.267 | 0.400 | 0.983 | 0.733 | 0.600 | 0.000 | 0.517 | 0.917 | 0.267 | 0.000 | 0.217 | 0.000 | 0.167 | 0.350 | 0.083 | 0.250 | 0.367 | 0.000 | 0.000 | 0.000 | 0.083 | 0.400 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.050 | 0.000 | 0.050 | 0.417 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| SECONDARY_ADDRESS | ADDRESS | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.874 | 0.402 | 0.884 | 0.782 | 0.995 | 0.995 | 0.662 | 0.670 | 0.671 | 0.892 | 0.792 | 0.951 | 0.737 | 0.771 | 0.590 | 0.610 | 0.610 | 0.863 | 0.767 | 0.402 | 0.502 | 0.883 | 0.917 | 0.406 | 0.338 | 0.995 | 0.382 | 0.074 | 0.350 | 0.564 | 0.627 | 0.406 | 0.707 | 0.158 | 0.510 | 0.227 | 0.795 | 0.414 | 0.806 | 0.637 | 0.145 | 0.273 | 0.620 | 0.177 | 0.327 | 0.319 | 0.072 | 0.009 | 0.330 | 0.184 | 0.029 | 0.259 | 0.499 | 0.028 | 0.210 | 0.000 | 0.000 | 0.055 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| SSN | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.993 | 0.999 | 1.000 | 0.993 | 0.995 | 0.995 | 0.953 | 0.764 | 0.890 | 1.000 | 0.985 | 1.000 | 0.930 | 0.854 | 0.774 | 0.784 | 0.784 | 0.749 | 0.393 | 0.917 | 0.878 | 0.923 | 0.999 | 0.300 | 0.723 | 0.337 | 0.653 | 0.351 | 0.972 | 0.578 | 0.863 | 0.226 | 0.683 | 0.963 | 0.674 | 0.106 | 0.146 | 0.025 | 0.098 | 0.156 | 0.136 | 0.206 | 0.070 | 0.020 | 0.000 | 0.000 | 0.249 | 0.682 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.559 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| STATE | ADDRESS | 1.000 | 0.998 | 1.000 | 1.000 | 0.958 | 0.633 | 0.967 | 0.769 | 0.406 | 0.827 | 0.827 | 0.725 | 0.451 | 0.329 | 0.866 | 0.577 | 0.438 | 0.510 | 0.465 | 0.805 | 0.782 | 0.782 | 0.491 | 0.384 | 0.281 | 0.429 | 0.736 | 0.423 | 0.410 | 0.167 | 0.496 | 0.257 | 0.187 | 0.126 | 0.335 | 0.562 | 0.711 | 0.565 | 0.407 | 0.427 | 0.686 | 0.551 | 0.724 | 0.516 | 0.521 | 0.229 | 0.193 | 0.087 | 0.877 | 0.604 | 0.610 | 0.084 | 0.059 | 0.652 | 0.602 | 0.793 | 0.824 | 0.587 | 0.780 | 0.512 | 0.555 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| STREET_ADDRESS | ADDRESS | 1.000 | 1.000 | 0.999 | 1.000 | 1.000 | 0.634 | 0.691 | 0.775 | 0.452 | 0.878 | 0.877 | 0.935 | 0.625 | 0.670 | 0.827 | 0.168 | 0.339 | 0.270 | 0.613 | 1.000 | 1.000 | 1.000 | 0.604 | 0.393 | 0.151 | 0.490 | 0.930 | 0.882 | 0.127 | 0.344 | 0.587 | 0.320 | 0.128 | 0.203 | 0.332 | 0.705 | 0.328 | 0.480 | 0.434 | 0.658 | 0.243 | 0.890 | 0.277 | 0.856 | 0.359 | 0.394 | 0.470 | 0.166 | 0.373 | 0.730 | 0.718 | 0.019 | 0.018 | 0.177 | 0.664 | 0.732 | 0.459 | 0.984 | 0.414 | 0.065 | 0.293 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| STREET_NAME | ADDRESS | 1.000 | 1.000 | 1.000 | 0.996 | 0.990 | 0.715 | 0.992 | 0.838 | 0.764 | 0.843 | 0.831 | 0.916 | 0.753 | 0.770 | 0.703 | 0.790 | 0.600 | 0.864 | 0.912 | 0.970 | 0.971 | 0.971 | 0.931 | 0.599 | 0.243 | 0.580 | 0.877 | 0.774 | 0.114 | 0.374 | 0.821 | 0.301 | 0.283 | 0.200 | 0.608 | 0.870 | 0.703 | 0.808 | 0.861 | 0.861 | 0.534 | 0.657 | 0.537 | 0.606 | 0.727 | 0.781 | 0.751 | 0.061 | 0.427 | 0.613 | 0.609 | 0.021 | 0.000 | 0.251 | 0.525 | 1.000 | 0.859 | 0.889 | 0.790 | 0.219 | 0.490 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| SURNAME | PERSON | 1.000 | 1.000 | 0.998 | 1.000 | 0.998 | 0.844 | 0.987 | 0.888 | 0.814 | 0.884 | 0.883 | 0.993 | 0.989 | 0.950 | 0.998 | 0.963 | 0.733 | 0.926 | 0.971 | 0.968 | 0.966 | 0.966 | 0.928 | 0.882 | 0.938 | 0.770 | 0.938 | 0.967 | 0.770 | 0.942 | 0.291 | 0.911 | 0.778 | 0.254 | 0.580 | 0.037 | 0.988 | 0.931 | 0.111 | 0.077 | 0.982 | 0.169 | 0.989 | 0.138 | 0.524 | 0.855 | 0.730 | 0.053 | 0.988 | 0.991 | 0.988 | 0.419 | 0.573 | 0.960 | 0.983 | 0.996 | 0.991 | 0.945 | 0.979 | 0.959 | 0.730 | 0.000 | 0.102 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| SWIFT_BIC | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.557 | 0.560 | 0.988 | 0.881 | 0.988 | 0.988 | 0.754 | 0.305 | 0.295 | 0.145 | 0.088 | 0.937 | 0.159 | 0.588 | 0.505 | 0.462 | 0.462 | 0.476 | 0.747 | 0.729 | 0.703 | 0.837 | 0.978 | 0.938 | 0.172 | 0.876 | 0.124 | 0.612 | 0.644 | 0.605 | 0.125 | 0.219 | 0.165 | 0.662 | 0.342 | 0.070 | 0.227 | 0.535 | 0.237 | 0.351 | 0.014 | 0.048 | 0.739 | 0.350 | 0.014 | 0.014 | 0.173 | 0.254 | 0.394 | 0.000 | 0.177 | 0.076 | 0.000 | 0.031 | 0.195 | 0.039 | 0.000 | 0.120 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| TAX_ID | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.852 | 0.949 | 0.991 | 0.982 | 0.977 | 0.976 | 0.972 | 0.807 | 0.870 | 0.681 | 0.920 | 1.000 | 0.927 | 0.987 | 0.804 | 0.802 | 0.802 | 0.577 | 0.314 | 0.839 | 0.590 | 0.808 | 0.934 | 0.116 | 0.454 | 0.452 | 0.510 | 0.330 | 0.787 | 0.491 | 0.926 | 0.580 | 0.471 | 0.846 | 0.710 | 0.407 | 0.133 | 0.037 | 0.097 | 0.259 | 0.422 | 0.343 | 0.221 | 0.006 | 0.000 | 0.000 | 0.010 | 0.632 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.451 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| TIME | OTHER | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.638 | 0.159 | 0.823 | 0.715 | 0.706 | 0.711 | 0.003 | 0.247 | 0.338 | 0.901 | 0.000 | 0.708 | 0.000 | 0.001 | 0.112 | 0.115 | 0.115 | 0.001 | 0.977 | 0.006 | 0.177 | 0.033 | 0.004 | 0.956 | 0.274 | 0.039 | 0.347 | 0.032 | 0.191 | 0.000 | 0.028 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.795 | 0.029 | 0.838 | 0.000 | 0.000 | 0.000 | 0.068 | 0.000 | 0.003 | 0.001 | 0.771 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| URL | NET | 1.000 | 1.000 | 1.000 | 0.955 | 0.959 | 0.785 | 0.272 | 0.941 | 0.890 | 0.665 | 0.643 | 0.455 | 0.991 | 0.897 | 0.138 | 0.232 | 0.943 | 0.246 | 0.198 | 0.432 | 0.434 | 0.434 | 0.189 | 0.979 | 0.965 | 0.874 | 0.176 | 0.015 | 0.286 | 0.011 | 1.000 | 0.000 | 0.580 | 0.200 | 0.786 | 0.985 | 0.142 | 0.030 | 0.002 | 1.000 | 0.129 | 0.932 | 0.004 | 0.962 | 0.099 | 0.014 | 0.059 | 0.895 | 0.020 | 0.025 | 0.020 | 0.012 | 0.000 | 0.124 | 0.017 | 0.060 | 0.152 | 0.000 | 0.032 | 0.000 | 0.007 | 0.980 | 0.107 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| USERNAME | ACCOUNT | 1.000 | 1.000 | 1.000 | 0.999 | 0.999 | 0.820 | 0.985 | 0.686 | 0.745 | 0.758 | 0.764 | 0.953 | 0.973 | 0.876 | 0.984 | 0.974 | 0.528 | 0.967 | 0.925 | 0.764 | 0.754 | 0.754 | 0.903 | 0.776 | 0.893 | 0.754 | 0.735 | 0.573 | 0.780 | 0.833 | 0.909 | 0.793 | 0.841 | 0.403 | 0.751 | 0.962 | 0.819 | 0.430 | 0.692 | 0.902 | 0.759 | 0.065 | 0.053 | 0.061 | 0.283 | 0.697 | 0.821 | 0.470 | 0.049 | 0.304 | 0.296 | 0.466 | 0.551 | 0.133 | 0.274 | 0.083 | 0.020 | 0.000 | 0.040 | 0.005 | 0.000 | 0.017 | 0.330 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| ZIP_CODE | ADDRESS | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.982 | 0.988 | 0.958 | 0.976 | 0.932 | 0.926 | 0.760 | 0.937 | 0.698 | 0.797 | 0.957 | 0.958 | 0.989 | 0.989 | 0.718 | 0.729 | 0.729 | 0.964 | 0.872 | 0.871 | 0.620 | 0.834 | 0.920 | 0.666 | 0.495 | 0.698 | 0.248 | 0.569 | 0.826 | 0.511 | 0.847 | 0.049 | 0.773 | 0.629 | 0.791 | 0.000 | 0.693 | 0.068 | 0.675 | 0.302 | 0.692 | 0.235 | 0.718 | 0.391 | 0.006 | 0.000 | 0.111 | 0.573 | 0.000 | 0.000 | 0.000 | 0.000 | 0.374 | 0.000 | 0.000 | 0.000 | 0.000 | 0.277 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |

## 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 |
|---|---|---|---|---|
| nym-base | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) |
| nym-small | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) |
| nym-base+cpu-int8 | 7 (0.1%) | 6 (0.1%) | 6 (0.1%) | 6 (0.1%) |
| mmbert32k | 806 (8.5%) | 177 (1.9%) | 145 (1.5%) | 145 (1.5%) |
| opf-ru | 1096 (11.5%) | 989 (10.4%) | 981 (10.3%) | 981 (10.3%) |
| apararti | 1097 (11.6%) | 1055 (11.1%) | 1054 (11.1%) | 1054 (11.1%) |
| openmed-multilingual | 1127 (11.9%) | 771 (8.1%) | 754 (7.9%) | 752 (7.9%) |
| openai-base-onnx | 1170 (12.3%) | 1160 (12.2%) | 1160 (12.2%) | 1160 (12.2%) |
| openai-base | 1171 (12.3%) | 1160 (12.2%) | 1160 (12.2%) | 1160 (12.2%) |
| bardsai-eu | 1320 (13.9%) | 1128 (11.9%) | 1110 (11.7%) | 1108 (11.7%) |
| gliner-nvidia | 1343 (14.1%) | 973 (10.2%) | 808 (8.5%) | 635 (6.7%) |
| gliner-nvidia-ru | 1489 (15.7%) | 1068 (11.2%) | 832 (8.8%) | 606 (6.4%) |
| gliner2-fastino-ru | 1696 (17.9%) | 1372 (14.4%) | 1199 (12.6%) | 981 (10.3%) |
| opf-kz-ru | 1748 (18.4%) | 1716 (18.1%) | 1716 (18.1%) | 1716 (18.1%) |
| gliner2-fastino | 1790 (18.8%) | 1357 (14.3%) | 1152 (12.1%) | 922 (9.7%) |
| gliner2-hivetrace-omni-ru | 1799 (18.9%) | 1282 (13.5%) | 1099 (11.6%) | 918 (9.7%) |
| ru-legal-ner+cpu-int8 | 1861 (19.6%) | 505 (5.3%) | 408 (4.3%) | 392 (4.1%) |
| ru-legal-ner+cpu | 1928 (20.3%) | 546 (5.7%) | 436 (4.6%) | 418 (4.4%) |
| ru-legal-ner | 1928 (20.3%) | 546 (5.7%) | 436 (4.6%) | 418 (4.4%) |
| gliner2-hivetrace-omni | 1939 (20.4%) | 1373 (14.5%) | 1173 (12.4%) | 963 (10.1%) |
| openmed-nemotron | 2091 (22.0%) | 1476 (15.5%) | 1443 (15.2%) | 1440 (15.2%) |
| gliner-pii-edge | 2295 (24.2%) | 442 (4.7%) | 218 (2.3%) | 31 (0.3%) |
| pii-shield-onnx | 2572 (27.1%) | 1993 (21.0%) | 1942 (20.4%) | 1941 (20.4%) |
| traciora | 2726 (28.7%) | 2621 (27.6%) | 2610 (27.5%) | 2609 (27.5%) |
| opf-ru-v2 | 2810 (29.6%) | 2760 (29.1%) | 2760 (29.1%) | 2760 (29.1%) |
| kalyan-ettin | 2889 (30.4%) | 1797 (18.9%) | 1658 (17.5%) | 1643 (17.3%) |
| gliner2-vladlinv-ru | 3214 (33.8%) | 3010 (31.7%) | 2849 (30.0%) | 2674 (28.2%) |
| nuner-zero | 3237 (34.1%) | 1664 (17.5%) | 1010 (10.6%) | 462 (4.9%) |
| gliner2-vladlinv | 3275 (34.5%) | 3068 (32.3%) | 2954 (31.1%) | 2817 (29.7%) |
| gliner-stream-pii | 3374 (35.5%) | 2385 (25.1%) | 1875 (19.7%) | 1261 (13.3%) |
| mmbert32k+cpu-int8 | 3437 (36.2%) | 1517 (16.0%) | 1089 (11.5%) | 1025 (10.8%) |
| gliner2-large | 3485 (36.7%) | 2149 (22.6%) | 1637 (17.2%) | 1200 (12.6%) |
| gliner-urchade | 3907 (41.1%) | 3381 (35.6%) | 3093 (32.6%) | 2703 (28.5%) |
| fef2-secret-ru | 3974 (41.8%) | 3834 (40.4%) | 3830 (40.3%) | 3830 (40.3%) |
| gliner25-fastino-ru | 4047 (42.6%) | 3761 (39.6%) | 3661 (38.5%) | 3555 (37.4%) |
| gliner2-hivetrace-uni | 4206 (44.3%) | 2775 (29.2%) | 1972 (20.8%) | 1087 (11.4%) |
| gliner-urchade-ru | 4475 (47.1%) | 3867 (40.7%) | 3468 (36.5%) | 2941 (31.0%) |
| fef2-secret-ru+cpu-int8 | 4543 (47.8%) | 4376 (46.1%) | 4359 (45.9%) | 4359 (45.9%) |
| gravitee-small+cpu-int8 | 5157 (54.3%) | 4890 (51.5%) | 4885 (51.4%) | 4885 (51.4%) |
| gravitee-small | 5218 (54.9%) | 5008 (52.7%) | 5001 (52.7%) | 5001 (52.7%) |
| gliner25-fastino | 5256 (55.3%) | 4738 (49.9%) | 4505 (47.4%) | 4291 (45.2%) |
| gliner-multi-v21-ru | 5278 (55.6%) | 2952 (31.1%) | 1868 (19.7%) | 1182 (12.4%) |
| gliner-multi-v21 | 5417 (57.0%) | 2836 (29.9%) | 1808 (19.0%) | 1178 (12.4%) |
| gliner-pii-base | 5725 (60.3%) | 1797 (18.9%) | 503 (5.3%) | 126 (1.3%) |
| ner-ru-yqelz | 5857 (61.7%) | 5726 (60.3%) | 5726 (60.3%) | 5726 (60.3%) |
| ner-ru-gherman | 5902 (62.1%) | 5858 (61.7%) | 5858 (61.7%) | 5858 (61.7%) |
| ner-ru-gherman-onnx | 5925 (62.4%) | 5885 (62.0%) | 5883 (61.9%) | 5883 (61.9%) |
| kalyan-ettin+cpu-int8 | 5948 (62.6%) | 5076 (53.4%) | 4944 (52.1%) | 4922 (51.8%) |
| gliner2-hivetrace-uni-ru | 5966 (62.8%) | 3844 (40.5%) | 2773 (29.2%) | 1645 (17.3%) |
| ner-ru-gherman+cpu-int8 | 6042 (63.6%) | 5984 (63.0%) | 5978 (62.9%) | 5978 (62.9%) |
| davlan-xlmr | 6051 (63.7%) | 6039 (63.6%) | 6039 (63.6%) | 6039 (63.6%) |
| davlan-mbert | 6087 (64.1%) | 6082 (64.0%) | 6082 (64.0%) | 6082 (64.0%) |
| davlan-mbert+cpu-int8 | 6264 (66.0%) | 6248 (65.8%) | 6248 (65.8%) | 6248 (65.8%) |
| davlan-xlmr+cpu-int8 | 7034 (74.1%) | 6623 (69.7%) | 6595 (69.4%) | 6595 (69.4%) |
| gliner-pii-edge+cpu-int8 | 7506 (79.0%) | 1457 (15.3%) | 523 (5.5%) | 105 (1.1%) |
| gliner-pii-base+cpu-int8 | 9496 (100.0%) | 8577 (90.3%) | 5950 (62.7%) | 749 (7.9%) |
| gliner-multi-v21-ru+cpu-int8 | 9497 (100.0%) | 9497 (100.0%) | 9497 (100.0%) | 9494 (100.0%) |
| gliner-nvidia+cpu-int8 | 9497 (100.0%) | 9497 (100.0%) | 9497 (100.0%) | 9493 (100.0%) |
| gliner-urchade+cpu-int8 | 9497 (100.0%) | 9497 (100.0%) | 9482 (99.8%) | 8989 (94.7%) |
| gliner-urchade-ru+cpu-int8 | 9497 (100.0%) | 9497 (100.0%) | 9484 (99.9%) | 8961 (94.4%) |

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.