# nemotron-pii - en / pii (1491 rows, 9391 spans, 5 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 0.099 (90.1% 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| openmed-nemotron | **134** | 1.4% [1.1%, 1.8%] | 97.3% | 0.871 [0.863, 0.880] | 0.782 | 0.983 | 0.819 | 0.837 | 0.867 | 5/5 | 188 | 0 | 68 | 1.4B | train |
| openmed-multilingual | **208** | 2.2% [1.8%, 2.7%] | 95.5% | 0.878 [0.870, 0.885] | 0.801 | 0.970 | 0.811 | 0.839 | 0.835 | 5/5 | 171 | 0 | 59 | 1.4B | train |
| kalyan-ettin | **209** | 2.2% [1.8%, 2.7%] | 92.4% | 0.870 [0.862, 0.878] | 0.799 | 0.956 | 0.783 | 0.847 | 0.867 | 5/5 | 180 | 0 | 11 | 68M | train |
| gliner-nvidia+ov100 | **357** | 3.8% [3.4%, 4.3%] | 93.9% | 0.838 [0.827, 0.848] | 0.865 | 0.812 | 0.873 | 0.904 | 0.674 | 2/5 | 23 | 0 | 30 | 445M | train |
| gliner-nvidia | **391** | 4.2% [3.7%, 4.6%] | 93.7% | 0.836 [0.824, 0.847] | 0.874 | 0.801 | 0.886 | 0.911 | 0.678 | 2/5 | 23 | 0 | 25 | 445M | train |
| gliner-nvidia+sent300 | **398** | 4.2% [3.8%, 4.7%] | 94.0% | 0.830 [0.818, 0.840] | 0.856 | 0.804 | 0.875 | 0.897 | 0.676 | 2/5 | 53 | 0 | 30 | 445M | train |
| pplx+cpu-int8 | **418** | 4.5% [3.9%, 5.1%] | 92.9% | 0.812 [0.803, 0.822] | 0.731 | 0.914 | 0.585 | 0.785 | 0.679 | 5/5 | 225 | 0 | 286 | 596M |  |
| gliner-stream-pii | **552** | 5.9% [5.3%, 6.5%] | 90.1% | 0.867 [0.856, 0.878] | 0.966 | 0.787 | 0.900 | 0.944 | 0.711 | 3/5 | 23 | 0 | 65 | 677M |  |
| gliner2-large | **665** | 7.1% [6.4%, 7.8%] | 91.2% | 0.881 [0.872, 0.890] | 0.906 | 0.857 | 0.788 | 0.911 | 0.736 | 1/5 | 6 | 17 | 44 | 486M |  |
| gliner2-fastino | **703** | 7.5% [6.8%, 8.2%] | 90.4% | 0.866 [0.857, 0.876] | 0.915 | 0.823 | 0.875 | 0.917 | 0.712 | 2/5 | 11 | 7 | 21 | 307M |  |
| bardsai-eu | **715** | 7.6% [7.0%, 8.2%] | 78.4% | 0.778 [0.767, 0.788] | 0.832 | 0.730 | 0.535 | 0.873 | 0.259 | 3/5 | 110 | 0 | 1000 | - |  |
| nym-base+sent300 | **752** | 8.0% [7.3%, 8.8%] | 84.0% | 0.793 [0.782, 0.804] | 0.835 | 0.756 | 0.723 | 0.825 | 0.473 | 5/5 | 91 | 0 | 9 | 308M |  |
| gliner2-hivetrace-omni | **758** | 8.1% [7.4%, 8.8%] | 90.8% | 0.853 [0.842, 0.865] | 0.957 | 0.770 | 0.911 | 0.935 | 0.698 | 1/5 | 11 | 0 | 22 | 307M | train |
| nym-base | **868** | 9.2% [8.5%, 10.1%] | 83.0% | 0.782 [0.771, 0.793] | 0.842 | 0.730 | 0.729 | 0.831 | 0.455 | 5/5 | 86 | 0 | 8 | 308M |  |
| nym-small | **887** | 9.4% [8.7%, 10.3%] | 83.2% | 0.786 [0.775, 0.796] | 0.842 | 0.738 | 0.724 | 0.830 | 0.446 | 5/5 | 86 | 0 | 1181 | - |  |
| nym-base+ov100 | **888** | 9.5% [8.7%, 10.3%] | 82.8% | 0.779 [0.768, 0.790] | 0.841 | 0.726 | 0.726 | 0.829 | 0.451 | 5/5 | 86 | 0 | 9 | 308M |  |
| nym-base+cpu-int8 | **925** | 9.8% [9.1%, 10.8%] | 81.2% | 0.783 [0.772, 0.793] | 0.840 | 0.734 | 0.702 | 0.827 | 0.454 | 5/5 | 86 | 0 | 123 | 308M |  |
| pplx+sent300 | **1069** | 11.4% [10.4%, 12.5%] | 85.6% | 0.808 [0.798, 0.818] | 0.818 | 0.799 | 0.627 | 0.823 | 0.713 | 5/5 | 119 | 0 | 190 | 596M |  |
| pplx+ov100 | **1103** | 11.7% [10.6%, 12.9%] | 86.5% | 0.828 [0.819, 0.838] | 0.827 | 0.829 | 0.636 | 0.826 | 0.738 | 5/5 | 114 | 0 | 128 | 596M |  |
| pplx | **1149** | 12.2% [11.1%, 13.4%] | 86.2% | 0.829 [0.820, 0.838] | 0.831 | 0.828 | 0.639 | 0.828 | 0.739 | 5/5 | 114 | 0 | 110 | 596M |  |
| mmbert32k | **1277** | 13.6% [12.6%, 14.7%] | 62.0% | 0.763 [0.754, 0.772] | 0.819 | 0.715 | 0.349 | 0.781 | 0.513 | 4/5 | 51 | 0 | 11 | 308M |  |
| kalyan-ettin+cpu-int8 | **1485** | 15.8% [14.8%, 16.9%] | 64.7% | 0.754 [0.745, 0.763] | 0.765 | 0.744 | 0.487 | 0.699 | 0.744 | 5/5 | 178 | 0 | 187 | 68M | train |
| mmbert32k+nochunk | **1601** | 17.0% [15.8%, 18.4%] | 56.8% | 0.728 [0.717, 0.737] | 0.806 | 0.663 | 0.317 | 0.760 | 0.460 | 4/5 | 51 | 0 | 14 | 308M |  |
| gliner-pii-base | **1752** | 18.7% [17.4%, 19.9%] | 78.5% | 0.793 [0.780, 0.803] | 0.920 | 0.696 | 0.816 | 0.850 | 0.644 | 3/5 | 18 | 0 | 8 | 166M |  |
| gliner-pii-edge | **1812** | 19.3% [18.2%, 20.5%] | 73.6% | 0.808 [0.799, 0.818] | 0.948 | 0.705 | 0.767 | 0.863 | 0.644 | 1/5 | 10 | 0 | 425 | 45M |  |
| nuner-zero | **1866** | 19.9% [18.4%, 21.3%] | 78.3% | 0.857 [0.848, 0.864] | 0.845 | 0.868 | 0.711 | 0.806 | 0.701 | 2/5 | 35 | 0 | 26 | 449M |  |
| gravitee-small | **2166** | 23.1% [21.9%, 24.3%] | 71.2% | 0.753 [0.743, 0.763] | 0.813 | 0.701 | 0.555 | 0.775 | 0.678 | 5/5 | 94 | 0 | 7 | 29M |  |
| gravitee-small+cpu-int8 | **2249** | 23.9% [22.7%, 25.1%] | 70.3% | 0.747 [0.737, 0.757] | 0.820 | 0.687 | 0.553 | 0.773 | 0.671 | 3/5 | 75 | 0 | 19 | 29M |  |
| gliner25-fastino+nochunk | **2274** | 24.2% [23.0%, 25.5%] | 74.2% | 0.798 [0.784, 0.810] | 0.948 | 0.688 | 0.788 | 0.844 | 0.678 | 1/5 | 6 | 3 | 16 | 287M |  |
| gliner2-hivetrace-uni | **2343** | 24.9% [23.8%, 26.2%] | 73.8% | 0.709 [0.693, 0.724] | 0.959 | 0.563 | 0.816 | 0.838 | 0.471 | 1/5 | 11 | 0 | 41 | 147M | train |
| apararti | **2357** | 25.1% [23.4%, 26.9%] | 72.4% | 0.762 [0.749, 0.775] | 0.841 | 0.696 | 0.589 | 0.785 | 0.651 | 2/5 | 42 | 0 | 132 | 1.4B |  |
| opf-kz-ru | **2400** | 25.6% [24.0%, 27.4%] | 71.4% | 0.772 [0.759, 0.784] | 0.844 | 0.712 | 0.580 | 0.780 | 0.667 | 2/5 | 42 | 0 | 130 | 1.4B |  |
| gliner25-fastino+ov100 | **2511** | 26.7% [25.5%, 28.0%] | 71.2% | 0.767 [0.754, 0.780] | 0.934 | 0.650 | 0.760 | 0.820 | 0.637 | 1/5 | 6 | 0 | 11 | 287M |  |
| gliner25-fastino | **2601** | 27.7% [26.4%, 29.1%] | 70.4% | 0.763 [0.750, 0.776] | 0.936 | 0.643 | 0.760 | 0.816 | 0.632 | 1/5 | 6 | 0 | 13 | 287M |  |
| gliner-urchade | **2612** | 27.8% [26.3%, 29.2%] | 69.9% | 0.761 [0.749, 0.772] | 0.862 | 0.682 | 0.709 | 0.774 | 0.594 | 0/5 | 0 | 0 | 15 | 289M |  |
| opf-ru | **2628** | 28.0% [26.4%, 29.8%] | 62.4% | 0.701 [0.687, 0.713] | 0.856 | 0.593 | 0.493 | 0.771 | 0.592 | 2/5 | 29 | 0 | 95 | 1.4B |  |
| openai-base-onnx | **2782** | 29.6% [27.8%, 31.7%] | 68.8% | 0.719 [0.703, 0.733] | 0.852 | 0.622 | 0.582 | 0.767 | 0.614 | 2/5 | 42 | 0 | 497 | - |  |
| openai-base | **2792** | 29.7% [28.0%, 31.8%] | 68.6% | 0.718 [0.703, 0.732] | 0.852 | 0.621 | 0.580 | 0.767 | 0.615 | 2/5 | 42 | 0 | 141 | 1.4B |  |
| gliner25-fastino+sent300 | **2824** | 30.1% [28.7%, 31.6%] | 67.8% | 0.722 [0.707, 0.735] | 0.921 | 0.594 | 0.739 | 0.793 | 0.583 | 1/5 | 6 | 0 | 11 | 287M |  |
| mmbert32k+cpu-int8 | **3019** | 32.1% [30.8%, 33.5%] | 34.3% | 0.594 [0.583, 0.605] | 0.773 | 0.482 | 0.200 | 0.598 | 0.290 | 4/5 | 37 | 0 | 155 | 308M |  |
| ru-pii-ner | **3194** | 34.0% [32.1%, 35.9%] | 65.2% | 0.630 [0.612, 0.647] | 0.867 | 0.495 | 0.569 | 0.752 | 0.270 | 1/5 | 17 | 0 | 172 | 358M |  |
| gliner-multi-v21 | **3201** | 34.1% [32.7%, 35.6%] | 59.0% | 0.503 [0.487, 0.517] | 0.671 | 0.402 | 0.442 | 0.684 | 0.340 | 3/5 | 10 | 0 | 15 | 289M |  |
| gliner2-vladlinv | **3389** | 36.1% [34.2%, 38.1%] | 63.5% | 0.639 [0.621, 0.655] | 0.930 | 0.487 | 0.611 | 0.761 | 0.433 | 1/5 | 6 | 1 | 16 | 287M |  |
| opf-ru-v2+sent300 | **3481** | 37.1% [35.5%, 38.9%] | 57.0% | 0.680 [0.664, 0.694] | 0.962 | 0.525 | 0.478 | 0.762 | 0.597 | 0/5 | 0 | 0 | 13 | 1.4B |  |
| opf-ru-v2 | **3578** | 38.1% [36.4%, 39.9%] | 56.1% | 0.676 [0.661, 0.690] | 0.965 | 0.520 | 0.474 | 0.756 | 0.593 | 0/5 | 0 | 0 | 26 | 1.4B |  |
| opf-ru-v2+ov100 | **3609** | 38.4% [36.7%, 40.3%] | 55.7% | 0.673 [0.657, 0.688] | 0.965 | 0.517 | 0.467 | 0.753 | 0.590 | 0/5 | 0 | 0 | 10 | 1.4B |  |
| traciora | **3817** | 40.6% [39.0%, 42.5%] | 52.5% | 0.658 [0.642, 0.672] | 0.952 | 0.502 | 0.452 | 0.727 | 0.590 | 0/5 | 0 | 0 | 556 | 1.4B |  |
| ru-legal-ner+sent300 | **4021** | 42.8% [41.5%, 44.2%] | 35.1% | 0.516 [0.502, 0.529] | 0.554 | 0.482 | 0.234 | 0.593 | 0.257 | 3/5 | 362 | 0 | 8 | 29M |  |
| stanza-ru | **4494** | 47.9% [46.4%, 49.3%] | 47.1% | 0.193 [0.183, 0.203] | 0.133 | 0.347 | 0.102 | 0.337 | 0.020 | 5/5 | 699 | 0 | 92 | - |  |
| pii-shield-onnx | **4622** | 49.2% [47.9%, 50.5%] | 39.9% | 0.636 [0.620, 0.652] | 0.693 | 0.588 | 0.345 | 0.558 | 0.334 | 4/5 | 164 | 0 | 1457 | - |  |
| davlan-xlmr | **4732** | 50.4% [48.7%, 52.1%] | 44.6% | 0.462 [0.445, 0.479] | 0.892 | 0.312 | 0.390 | 0.646 | 0.296 | 0/5 | 0 | 0 | 9 | 277M |  |
| davlan-mbert | **4912** | 52.3% [50.7%, 54.0%] | 42.9% | 0.442 [0.425, 0.459] | 0.875 | 0.295 | 0.374 | 0.628 | 0.286 | 0/5 | 0 | 0 | 9 | 177M |  |
| ru-legal-ner+cpu-int8 | **4936** | 52.6% [51.0%, 53.9%] | 26.6% | 0.463 [0.446, 0.479] | 0.546 | 0.402 | 0.197 | 0.539 | 0.247 | 3/5 | 350 | 0 | 12 | 29M |  |
| ru-legal-ner | **4966** | 52.9% [51.4%, 54.3%] | 26.5% | 0.464 [0.448, 0.480] | 0.552 | 0.400 | 0.202 | 0.540 | 0.249 | 3/5 | 357 | 0 | 7 | 29M |  |
| ru-legal-ner+ov100 | **4989** | 53.1% [51.6%, 54.6%] | 26.4% | 0.455 [0.440, 0.471] | 0.535 | 0.396 | 0.199 | 0.532 | 0.242 | 3/5 | 351 | 0 | 8 | 29M |  |
| ner-ru-yqelz | **4995** | 53.2% [51.9%, 54.6%] | 40.5% | 0.379 [0.366, 0.392] | 0.478 | 0.314 | 0.280 | 0.500 | 0.192 | 4/5 | 240 | 0 | 10 | 559M |  |
| davlan-mbert+cpu-int8 | **5169** | 55.0% [53.4%, 56.7%] | 41.1% | 0.421 [0.404, 0.439] | 0.874 | 0.278 | 0.360 | 0.604 | 0.282 | 0/5 | 0 | 0 | 182 | 177M |  |
| ner-ru-gherman | **5651** | 60.2% [58.5%, 62.0%] | 31.9% | 0.305 [0.289, 0.322] | 0.977 | 0.181 | 0.442 | 0.566 | 0.041 | 0/5 | 0 | 0 | 9 | 177M |  |
| ner-ru-gherman-onnx | **5685** | 60.5% [58.8%, 62.4%] | 31.8% | 0.302 [0.285, 0.319] | 0.979 | 0.179 | 0.442 | 0.563 | 0.041 | 0/5 | 0 | 0 | 396 | - |  |
| ner-ru-gherman+cpu-int8 | **5920** | 63.0% [61.4%, 64.8%] | 30.7% | 0.281 [0.265, 0.298] | 0.978 | 0.164 | 0.437 | 0.537 | 0.035 | 0/5 | 0 | 0 | 213 | 177M |  |
| davlan-xlmr+cpu-int8 | **6160** | 65.6% [63.9%, 67.3%] | 30.2% | 0.334 [0.316, 0.351] | 0.902 | 0.205 | 0.301 | 0.502 | 0.216 | 0/5 | 0 | 0 | 107 | 277M |  |
| rules-ru | **7630** | 81.2% [80.2%, 82.2%] | 18.1% | 0.580 [0.564, 0.596] | 0.988 | 0.410 | 0.239 | 0.315 | 0.574 | 0/5 | 0 | 0 | 1 | - |  |
| gliner-pii-edge+cpu-int8 | **7696** | 82.0% [81.1%, 82.9%] | 16.5% | 0.222 [0.210, 0.235] | 0.878 | 0.127 | 0.256 | 0.299 | 0.140 | 0/5 | 0 | 0 | 2610 | 45M |  |
| fef2-secret-ru | **7727** | 82.3% [81.2%, 83.4%] | 14.9% | 0.322 [0.304, 0.339] | 0.965 | 0.193 | 0.199 | 0.299 | 0.049 | 0/5 | 0 | 0 | 11 | 177M |  |
| fef2-secret-ru+cpu-int8 | **7891** | 84.0% [83.0%, 85.0%] | 11.9% | 0.276 [0.259, 0.293] | 0.971 | 0.161 | 0.148 | 0.274 | 0.053 | 0/5 | 0 | 0 | 299 | 177M |  |
| spacy-ru-lg | **8341** | 88.8% [87.9%, 89.8%] | 10.9% | 0.104 [0.095, 0.114] | 0.160 | 0.077 | 0.051 | 0.179 | 0.036 | 1/5 | 7 | 0 | 14 | - |  |
| natasha | **8668** | 92.3% [91.5%, 93.2%] | 7.3% | 0.077 [0.069, 0.086] | 0.545 | 0.041 | 0.081 | 0.139 | 0.028 | 0/5 | 0 | 0 | 5 | - |  |
| gliner-pii-base+cpu-int8 | **9135** | 97.3% [96.9%, 97.6%] | 2.7% | 0.038 [0.033, 0.044] | 0.988 | 0.020 | 0.053 | 0.053 | 0.015 | 0/5 | 0 | 0 | 495 | 166M |  |
| spacy-alrosait | **9390** | 100.0% [100.0%, 100.0%] | 0.0% | 0.000 [0.000, 0.000] | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0/5 | 0 | 0 | 14 | - |  |
| gliner-multi-v21+cpu-int8 | **9391** | 100.0% [100.0%, 100.0%] | 0.0% | 0.000 [0.000, 0.000] | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0/5 | 0 | 0 | 497 | 289M |  |
| gliner-nvidia+cpu-int8 | **9391** | 100.0% [100.0%, 100.0%] | 0.0% | 0.000 [0.000, 0.000] | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0/5 | 0 | 0 | 898 | 445M | train |
| gliner-urchade+cpu-int8 | **9391** | 100.0% [100.0%, 100.0%] | 0.0% | 0.000 [0.000, 0.000] | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0/5 | 0 | 0 | 528 | 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`: openmed-multilingual ≈ kalyan-ettin; gliner-nvidia ≈ gliner-nvidia+sent300; gliner-nvidia+sent300 ≈ pplx+cpu-int8; gliner2-large ≈ gliner2-fastino; gliner2-fastino ≈ bardsai-eu; bardsai-eu ≈ nym-base+sent300; nym-base+sent300 ≈ gliner2-hivetrace-omni; nym-base ≈ nym-small; nym-small ≈ nym-base+ov100; nym-base+ov100 ≈ nym-base+cpu-int8; pplx+sent300 ≈ pplx+ov100; kalyan-ettin+cpu-int8 ≈ mmbert32k+nochunk; mmbert32k+nochunk ≈ gliner-pii-base; gliner-pii-base ≈ gliner-pii-edge; gliner-pii-edge ≈ nuner-zero; gravitee-small+cpu-int8 ≈ gliner25-fastino+nochunk; gliner25-fastino+nochunk ≈ gliner2-hivetrace-uni; gliner2-hivetrace-uni ≈ apararti; apararti ≈ opf-kz-ru; opf-kz-ru ≈ gliner25-fastino+ov100; gliner25-fastino ≈ gliner-urchade; gliner-urchade ≈ opf-ru; openai-base-onnx ≈ openai-base; openai-base ≈ gliner25-fastino+sent300; mmbert32k+cpu-int8 ≈ ru-pii-ner; ru-pii-ner ≈ gliner-multi-v21; gliner2-vladlinv ≈ opf-ru-v2+sent300; opf-ru-v2 ≈ opf-ru-v2+ov100; stanza-ru ≈ pii-shield-onnx; pii-shield-onnx ≈ davlan-xlmr; davlan-mbert ≈ ru-legal-ner+cpu-int8; ru-legal-ner+cpu-int8 ≈ ru-legal-ner; ru-legal-ner ≈ ru-legal-ner+ov100; ru-legal-ner+ov100 ≈ ner-ru-yqelz; rules-ru ≈ gliner-pii-edge+cpu-int8; gliner-pii-edge+cpu-int8 ≈ fef2-secret-ru; spacy-alrosait ≈ gliner-multi-v21+cpu-int8; gliner-multi-v21+cpu-int8 ≈ gliner-nvidia+cpu-int8; gliner-nvidia+cpu-int8 ≈ gliner-urchade+cpu-int8

## Missed by group

| model | PERSON | ADDRESS | CONTACT | ID | NET | ACCOUNT | SECRET | ORG | DATE |
|---|---|---|---|---|---|---|---|---|---|
| spans in gold | 2245 | 1468 | 1199 | 1584 | 762 | 638 | 375 | 843 | 277 |
| openmed-nemotron | 23 (1.0%) | 34 (2.3%) | 7 (0.6%) | 5 (0.3%) | 0 (0.0%) | 1 (0.2%) | 3 (0.8%) | 61 (7.2%) | 0 (0.0%) |
| openmed-multilingual | 58 (2.6%) | 56 (3.8%) | 7 (0.6%) | 5 (0.3%) | 0 (0.0%) | 0 (0.0%) | 2 (0.5%) | 80 (9.5%) | 0 (0.0%) |
| kalyan-ettin | 79 (3.5%) | 50 (3.4%) | 7 (0.6%) | 13 (0.8%) | 11 (1.4%) | 2 (0.3%) | 6 (1.6%) | 41 (4.9%) | 0 (0.0%) |
| gliner-nvidia+ov100 | 6 (0.3%) | 6 (0.4%) | 3 (0.3%) | 7 (0.4%) | 292 (38.3%) | 1 (0.2%) | 36 (9.6%) | 6 (0.7%) | 0 (0.0%) |
| gliner-nvidia | 7 (0.3%) | 6 (0.4%) | 5 (0.4%) | 7 (0.4%) | 313 (41.1%) | 1 (0.2%) | 46 (12.3%) | 6 (0.7%) | 0 (0.0%) |
| gliner-nvidia+sent300 | 8 (0.4%) | 5 (0.3%) | 2 (0.2%) | 12 (0.8%) | 317 (41.6%) | 6 (0.9%) | 45 (12.0%) | 3 (0.4%) | 0 (0.0%) |
| pplx+cpu-int8 | 3 (0.1%) | 77 (5.2%) | 7 (0.6%) | 2 (0.1%) | 8 (1.0%) | 0 (0.0%) | 0 (0.0%) | 321 (38.1%) | 0 (0.0%) |
| gliner-stream-pii | 46 (2.0%) | 38 (2.6%) | 36 (3.0%) | 40 (2.5%) | 262 (34.4%) | 9 (1.4%) | 59 (15.7%) | 60 (7.1%) | 2 (0.7%) |
| gliner2-large | 174 (7.8%) | 50 (3.4%) | 4 (0.3%) | 80 (5.1%) | 301 (39.5%) | 23 (3.6%) | 21 (5.6%) | 9 (1.1%) | 3 (1.1%) |
| gliner2-fastino | 124 (5.5%) | 17 (1.2%) | 4 (0.3%) | 90 (5.7%) | 424 (55.6%) | 16 (2.5%) | 21 (5.6%) | 6 (0.7%) | 1 (0.4%) |
| bardsai-eu | 69 (3.1%) | 81 (5.5%) | 10 (0.8%) | 116 (7.3%) | 206 (27.0%) | 71 (11.1%) | 86 (22.9%) | 74 (8.8%) | 2 (0.7%) |
| nym-base+sent300 | 43 (1.9%) | 59 (4.0%) | 8 (0.7%) | 182 (11.5%) | 263 (34.5%) | 25 (3.9%) | 10 (2.7%) | 162 (19.2%) | 0 (0.0%) |
| gliner2-hivetrace-omni | 26 (1.2%) | 50 (3.4%) | 4 (0.3%) | 60 (3.8%) | 541 (71.0%) | 25 (3.9%) | 34 (9.1%) | 17 (2.0%) | 1 (0.4%) |
| nym-base | 43 (1.9%) | 58 (4.0%) | 8 (0.7%) | 190 (12.0%) | 338 (44.4%) | 24 (3.8%) | 15 (4.0%) | 192 (22.8%) | 0 (0.0%) |
| nym-small | 78 (3.5%) | 85 (5.8%) | 8 (0.7%) | 158 (10.0%) | 264 (34.6%) | 42 (6.6%) | 16 (4.3%) | 236 (28.0%) | 0 (0.0%) |
| nym-base+ov100 | 46 (2.0%) | 57 (3.9%) | 7 (0.6%) | 192 (12.1%) | 339 (44.5%) | 22 (3.4%) | 14 (3.7%) | 211 (25.0%) | 0 (0.0%) |
| nym-base+cpu-int8 | 88 (3.9%) | 116 (7.9%) | 8 (0.7%) | 141 (8.9%) | 253 (33.2%) | 32 (5.0%) | 21 (5.6%) | 266 (31.6%) | 0 (0.0%) |
| pplx+sent300 | 27 (1.2%) | 216 (14.7%) | 12 (1.0%) | 29 (1.8%) | 107 (14.0%) | 4 (0.6%) | 12 (3.2%) | 662 (78.5%) | 0 (0.0%) |
| pplx+ov100 | 9 (0.4%) | 266 (18.1%) | 7 (0.6%) | 17 (1.1%) | 68 (8.9%) | 0 (0.0%) | 6 (1.6%) | 730 (86.6%) | 0 (0.0%) |
| pplx | 11 (0.5%) | 294 (20.0%) | 8 (0.7%) | 19 (1.2%) | 69 (9.1%) | 0 (0.0%) | 11 (2.9%) | 737 (87.4%) | 0 (0.0%) |
| mmbert32k | 207 (9.2%) | 661 (45.0%) | 9 (0.8%) | 87 (5.5%) | 3 (0.4%) | 101 (15.8%) | 59 (15.7%) | 150 (17.8%) | 0 (0.0%) |
| kalyan-ettin+cpu-int8 | 285 (12.7%) | 379 (25.8%) | 68 (5.7%) | 297 (18.8%) | 143 (18.8%) | 71 (11.1%) | 53 (14.1%) | 166 (19.7%) | 23 (8.3%) |
| mmbert32k+nochunk | 313 (13.9%) | 758 (51.6%) | 28 (2.3%) | 93 (5.9%) | 11 (1.4%) | 96 (15.0%) | 62 (16.5%) | 240 (28.5%) | 0 (0.0%) |
| gliner-pii-base | 815 (36.3%) | 142 (9.7%) | 18 (1.5%) | 67 (4.2%) | 424 (55.6%) | 66 (10.3%) | 71 (18.9%) | 147 (17.4%) | 2 (0.7%) |
| gliner-pii-edge | 641 (28.6%) | 225 (15.3%) | 36 (3.0%) | 284 (17.9%) | 123 (16.1%) | 151 (23.7%) | 69 (18.4%) | 279 (33.1%) | 4 (1.4%) |
| nuner-zero | 1497 (66.7%) | 70 (4.8%) | 2 (0.2%) | 48 (3.0%) | 3 (0.4%) | 25 (3.9%) | 16 (4.3%) | 204 (24.2%) | 1 (0.4%) |
| gravitee-small | 266 (11.8%) | 325 (22.1%) | 31 (2.6%) | 645 (40.7%) | 73 (9.6%) | 558 (87.5%) | 56 (14.9%) | 212 (25.1%) | 0 (0.0%) |
| gravitee-small+cpu-int8 | 292 (13.0%) | 348 (23.7%) | 31 (2.6%) | 653 (41.2%) | 92 (12.1%) | 560 (87.8%) | 65 (17.3%) | 208 (24.7%) | 0 (0.0%) |
| gliner25-fastino+nochunk | 219 (9.8%) | 616 (42.0%) | 10 (0.8%) | 511 (32.3%) | 274 (36.0%) | 37 (5.8%) | 36 (9.6%) | 432 (51.2%) | 139 (50.2%) |
| gliner2-hivetrace-uni | 461 (20.5%) | 233 (15.9%) | 9 (0.8%) | 187 (11.8%) | 684 (89.8%) | 11 (1.7%) | 101 (26.9%) | 657 (77.9%) | 0 (0.0%) |
| apararti | 268 (11.9%) | 829 (56.5%) | 35 (2.9%) | 59 (3.7%) | 306 (40.2%) | 51 (8.0%) | 32 (8.5%) | 776 (92.1%) | 1 (0.4%) |
| opf-kz-ru | 355 (15.8%) | 861 (58.7%) | 21 (1.8%) | 47 (3.0%) | 230 (30.2%) | 60 (9.4%) | 30 (8.0%) | 795 (94.3%) | 1 (0.4%) |
| gliner25-fastino+ov100 | 139 (6.2%) | 742 (50.5%) | 5 (0.4%) | 526 (33.2%) | 288 (37.8%) | 34 (5.3%) | 30 (8.0%) | 586 (69.5%) | 161 (58.1%) |
| gliner25-fastino | 144 (6.4%) | 789 (53.7%) | 5 (0.4%) | 550 (34.7%) | 299 (39.2%) | 35 (5.5%) | 41 (10.9%) | 569 (67.5%) | 169 (61.0%) |
| gliner-urchade | 1688 (75.2%) | 134 (9.1%) | 7 (0.6%) | 62 (3.9%) | 281 (36.9%) | 65 (10.2%) | 26 (6.9%) | 347 (41.2%) | 2 (0.7%) |
| opf-ru | 283 (12.6%) | 899 (61.2%) | 36 (3.0%) | 142 (9.0%) | 412 (54.1%) | 89 (13.9%) | 19 (5.1%) | 747 (88.6%) | 1 (0.4%) |
| openai-base-onnx | 228 (10.2%) | 949 (64.6%) | 66 (5.5%) | 144 (9.1%) | 444 (58.3%) | 85 (13.3%) | 56 (14.9%) | 807 (95.7%) | 3 (1.1%) |
| openai-base | 227 (10.1%) | 953 (64.9%) | 66 (5.5%) | 146 (9.2%) | 444 (58.3%) | 88 (13.8%) | 54 (14.4%) | 810 (96.1%) | 4 (1.4%) |
| gliner25-fastino+sent300 | 96 (4.3%) | 905 (61.6%) | 5 (0.4%) | 582 (36.7%) | 369 (48.4%) | 43 (6.7%) | 61 (16.3%) | 556 (66.0%) | 207 (74.7%) |
| mmbert32k+cpu-int8 | 1262 (56.2%) | 748 (51.0%) | 186 (15.5%) | 104 (6.6%) | 71 (9.3%) | 148 (23.2%) | 69 (18.4%) | 417 (49.5%) | 14 (5.1%) |
| ru-pii-ner | 155 (6.9%) | 1010 (68.8%) | 115 (9.6%) | 205 (12.9%) | 658 (86.4%) | 63 (9.9%) | 191 (50.9%) | 796 (94.4%) | 1 (0.4%) |
| gliner-multi-v21 | 148 (6.6%) | 115 (7.8%) | 482 (40.2%) | 631 (39.8%) | 535 (70.2%) | 372 (58.3%) | 213 (56.8%) | 696 (82.6%) | 9 (3.2%) |
| gliner2-vladlinv | 88 (3.9%) | 1158 (78.9%) | 85 (7.1%) | 373 (23.5%) | 727 (95.4%) | 42 (6.6%) | 83 (22.1%) | 832 (98.7%) | 1 (0.4%) |
| opf-ru-v2+sent300 | 471 (21.0%) | 990 (67.4%) | 63 (5.3%) | 179 (11.3%) | 529 (69.4%) | 119 (18.7%) | 51 (13.6%) | 803 (95.3%) | 276 (99.6%) |
| opf-ru-v2 | 522 (23.3%) | 982 (66.9%) | 62 (5.2%) | 200 (12.6%) | 523 (68.6%) | 154 (24.1%) | 51 (13.6%) | 808 (95.8%) | 276 (99.6%) |
| opf-ru-v2+ov100 | 522 (23.3%) | 1000 (68.1%) | 64 (5.3%) | 204 (12.9%) | 523 (68.6%) | 159 (24.9%) | 50 (13.3%) | 811 (96.2%) | 276 (99.6%) |
| traciora | 533 (23.7%) | 956 (65.1%) | 104 (8.7%) | 411 (25.9%) | 520 (68.2%) | 240 (37.6%) | 102 (27.2%) | 799 (94.8%) | 152 (54.9%) |
| ru-legal-ner+sent300 | 1311 (58.4%) | 920 (62.7%) | 14 (1.2%) | 471 (29.7%) | 163 (21.4%) | 291 (45.6%) | 122 (32.5%) | 719 (85.3%) | 10 (3.6%) |
| stanza-ru | 128 (5.7%) | 285 (19.4%) | 1133 (94.5%) | 1251 (79.0%) | 704 (92.4%) | 473 (74.1%) | 229 (61.1%) | 24 (2.8%) | 267 (96.4%) |
| pii-shield-onnx | 1772 (78.9%) | 762 (51.9%) | 37 (3.1%) | 688 (43.4%) | 16 (2.1%) | 429 (67.2%) | 145 (38.7%) | 769 (91.2%) | 4 (1.4%) |
| davlan-xlmr | 27 (1.2%) | 220 (15.0%) | 994 (82.9%) | 1584 (100.0%) | 695 (91.2%) | 522 (81.8%) | 371 (98.9%) | 42 (5.0%) | 277 (100.0%) |
| davlan-mbert | 56 (2.5%) | 234 (15.9%) | 1102 (91.9%) | 1576 (99.5%) | 654 (85.8%) | 567 (88.9%) | 372 (99.2%) | 74 (8.8%) | 277 (100.0%) |
| ru-legal-ner+cpu-int8 | 1558 (69.4%) | 1058 (72.1%) | 59 (4.9%) | 584 (36.9%) | 340 (44.6%) | 351 (55.0%) | 158 (42.1%) | 771 (91.5%) | 57 (20.6%) |
| ru-legal-ner | 1589 (70.8%) | 1059 (72.1%) | 62 (5.2%) | 563 (35.5%) | 349 (45.8%) | 362 (56.7%) | 153 (40.8%) | 774 (91.8%) | 55 (19.9%) |
| ru-legal-ner+ov100 | 1596 (71.1%) | 1079 (73.5%) | 60 (5.0%) | 558 (35.2%) | 350 (45.9%) | 359 (56.3%) | 140 (37.3%) | 789 (93.6%) | 58 (20.9%) |
| ner-ru-yqelz | 639 (28.5%) | 225 (15.3%) | 1028 (85.7%) | 1282 (80.9%) | 568 (74.5%) | 557 (87.3%) | 281 (74.9%) | 138 (16.4%) | 277 (100.0%) |
| davlan-mbert+cpu-int8 | 147 (6.5%) | 249 (17.0%) | 1144 (95.4%) | 1581 (99.8%) | 730 (95.8%) | 579 (90.8%) | 372 (99.2%) | 91 (10.8%) | 276 (99.6%) |
| ner-ru-gherman | 136 (6.1%) | 328 (22.3%) | 951 (79.3%) | 1583 (99.9%) | 746 (97.9%) | 547 (85.7%) | 368 (98.1%) | 715 (84.8%) | 277 (100.0%) |
| ner-ru-gherman-onnx | 146 (6.5%) | 336 (22.9%) | 958 (79.9%) | 1583 (99.9%) | 746 (97.9%) | 551 (86.4%) | 368 (98.1%) | 720 (85.4%) | 277 (100.0%) |
| ner-ru-gherman+cpu-int8 | 223 (9.9%) | 420 (28.6%) | 1017 (84.8%) | 1584 (100.0%) | 750 (98.4%) | 558 (87.5%) | 369 (98.4%) | 722 (85.6%) | 277 (100.0%) |
| davlan-xlmr+cpu-int8 | 788 (35.1%) | 378 (25.7%) | 1174 (97.9%) | 1584 (100.0%) | 734 (96.3%) | 611 (95.8%) | 373 (99.5%) | 241 (28.6%) | 277 (100.0%) |
| rules-ru | 2245 (100.0%) | 1466 (99.9%) | 314 (26.2%) | 1530 (96.6%) | 62 (8.1%) | 611 (95.8%) | 297 (79.2%) | 828 (98.2%) | 277 (100.0%) |
| gliner-pii-edge+cpu-int8 | 2139 (95.3%) | 907 (61.8%) | 1069 (89.2%) | 1210 (76.4%) | 710 (93.2%) | 494 (77.4%) | 290 (77.3%) | 815 (96.7%) | 62 (22.4%) |
| fef2-secret-ru | 1908 (85.0%) | 1240 (84.5%) | 539 (45.0%) | 1484 (93.7%) | 757 (99.3%) | 517 (81.0%) | 178 (47.5%) | 829 (98.3%) | 275 (99.3%) |
| fef2-secret-ru+cpu-int8 | 1879 (83.7%) | 1286 (87.6%) | 616 (51.4%) | 1518 (95.8%) | 760 (99.7%) | 536 (84.0%) | 192 (51.2%) | 827 (98.1%) | 277 (100.0%) |
| spacy-ru-lg | 1783 (79.4%) | 1145 (78.0%) | 1185 (98.8%) | 1538 (97.1%) | 743 (97.5%) | 632 (99.1%) | 372 (99.2%) | 666 (79.0%) | 277 (100.0%) |
| natasha | 1957 (87.2%) | 1124 (76.6%) | 1197 (99.8%) | 1581 (99.8%) | 755 (99.1%) | 635 (99.5%) | 361 (96.3%) | 781 (92.6%) | 277 (100.0%) |
| gliner-pii-base+cpu-int8 | 2239 (99.7%) | 1423 (96.9%) | 1187 (99.0%) | 1429 (90.2%) | 762 (100.0%) | 611 (95.8%) | 372 (99.2%) | 839 (99.5%) | 273 (98.6%) |
| spacy-alrosait | 2245 (100.0%) | 1468 (100.0%) | 1198 (99.9%) | 1584 (100.0%) | 762 (100.0%) | 638 (100.0%) | 375 (100.0%) | 843 (100.0%) | 277 (100.0%) |
| gliner-multi-v21+cpu-int8 | 2245 (100.0%) | 1468 (100.0%) | 1199 (100.0%) | 1584 (100.0%) | 762 (100.0%) | 638 (100.0%) | 375 (100.0%) | 843 (100.0%) | 277 (100.0%) |
| gliner-nvidia+cpu-int8 | 2245 (100.0%) | 1468 (100.0%) | 1199 (100.0%) | 1584 (100.0%) | 762 (100.0%) | 638 (100.0%) | 375 (100.0%) | 843 (100.0%) | 277 (100.0%) |
| gliner-urchade+cpu-int8 | 2245 (100.0%) | 1468 (100.0%) | 1199 (100.0%) | 1584 (100.0%) | 762 (100.0%) | 638 (100.0%) | 375 (100.0%) | 843 (100.0%) | 277 (100.0%) |

## Char recall by gold type

| type | group | openmed-nemotron | openmed-multilingual | kalyan-ettin | gliner-nvidia+ov100 | gliner-nvidia | gliner-nvidia+sent300 | pplx+cpu-int8 | gliner-stream-pii | gliner2-large | gliner2-fastino | bardsai-eu | nym-base+sent300 | gliner2-hivetrace-omni | nym-base | nym-small | nym-base+ov100 | nym-base+cpu-int8 | pplx+sent300 | pplx+ov100 | pplx | mmbert32k | kalyan-ettin+cpu-int8 | mmbert32k+nochunk | gliner-pii-base | gliner-pii-edge | nuner-zero | gravitee-small | gravitee-small+cpu-int8 | gliner25-fastino+nochunk | gliner2-hivetrace-uni | apararti | opf-kz-ru | gliner25-fastino+ov100 | gliner25-fastino | gliner-urchade | opf-ru | openai-base-onnx | openai-base | gliner25-fastino+sent300 | mmbert32k+cpu-int8 | ru-pii-ner | gliner-multi-v21 | gliner2-vladlinv | opf-ru-v2+sent300 | opf-ru-v2 | opf-ru-v2+ov100 | traciora | ru-legal-ner+sent300 | stanza-ru | pii-shield-onnx | davlan-xlmr | davlan-mbert | ru-legal-ner+cpu-int8 | ru-legal-ner | ru-legal-ner+ov100 | ner-ru-yqelz | davlan-mbert+cpu-int8 | ner-ru-gherman | ner-ru-gherman-onnx | ner-ru-gherman+cpu-int8 | davlan-xlmr+cpu-int8 | rules-ru | gliner-pii-edge+cpu-int8 | fef2-secret-ru | fef2-secret-ru+cpu-int8 | spacy-ru-lg | natasha | gliner-pii-base+cpu-int8 | spacy-alrosait | gliner-multi-v21+cpu-int8 | gliner-nvidia+cpu-int8 | gliner-urchade+cpu-int8 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| account_number | ID | 1.000 | 0.994 | 0.994 | 0.992 | 0.992 | 0.992 | 1.000 | 0.951 | 0.971 | 0.972 | 0.856 | 0.950 | 0.968 | 0.923 | 0.951 | 0.914 | 0.918 | 0.996 | 1.000 | 1.000 | 0.945 | 0.823 | 0.934 | 0.963 | 0.880 | 0.995 | 0.873 | 0.867 | 0.815 | 0.973 | 0.995 | 0.995 | 0.849 | 0.808 | 0.959 | 0.941 | 0.981 | 0.981 | 0.807 | 0.907 | 0.846 | 0.564 | 0.776 | 0.953 | 0.919 | 0.931 | 0.856 | 0.666 | 0.049 | 0.452 | 0.000 | 0.001 | 0.607 | 0.644 | 0.646 | 0.064 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.049 | 0.192 | 0.035 | 0.021 | 0.010 | 0.000 | 0.222 | 0.000 | 0.000 | 0.000 | 0.000 |
| api_key | SECRET | 1.000 | 1.000 | 1.000 | 0.991 | 0.991 | 0.991 | 1.000 | 0.668 | 0.716 | 0.695 | 0.996 | 0.992 | 0.903 | 0.983 | 0.912 | 0.982 | 0.953 | 0.991 | 0.991 | 0.991 | 0.854 | 0.995 | 0.897 | 0.757 | 0.938 | 0.805 | 0.760 | 0.737 | 0.807 | 0.471 | 1.000 | 1.000 | 0.807 | 0.819 | 0.631 | 1.000 | 1.000 | 1.000 | 0.585 | 0.965 | 0.050 | 0.225 | 0.393 | 1.000 | 1.000 | 1.000 | 1.000 | 0.826 | 0.176 | 1.000 | 0.000 | 0.000 | 0.894 | 0.884 | 0.922 | 0.142 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.449 | 0.057 | 0.905 | 0.831 | 0.008 | 0.000 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 |
| bank_routing_number | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.895 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.984 | 1.000 | 1.000 | 0.977 | 0.863 | 0.993 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.960 | 0.992 | 0.984 | 0.992 | 0.968 | 0.968 | 1.000 | 0.863 | 0.919 | 0.919 | 0.976 | 0.984 | 0.734 | 0.952 | 0.145 | 0.919 | 0.927 | 0.927 | 0.501 | 0.589 | 0.008 | 0.097 | 0.000 | 0.000 | 0.469 | 0.501 | 0.485 | 0.048 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.589 | 0.000 | 0.000 | 0.137 | 0.000 | 0.242 | 0.000 | 0.000 | 0.000 | 0.000 |
| biometric_identifier | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 0.967 | 0.977 | 0.995 | 0.941 | 0.529 | 0.989 | 0.525 | 0.600 | 0.521 | 0.595 | 0.964 | 0.998 | 0.998 | 0.897 | 0.927 | 0.894 | 0.957 | 0.972 | 0.989 | 0.016 | 0.016 | 0.394 | 0.994 | 0.998 | 0.994 | 0.377 | 0.354 | 0.971 | 1.000 | 0.956 | 0.955 | 0.279 | 0.882 | 0.994 | 0.904 | 0.977 | 0.899 | 0.880 | 0.856 | 0.828 | 0.592 | 0.166 | 0.714 | 0.000 | 0.008 | 0.569 | 0.582 | 0.613 | 0.032 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.041 | 0.361 | 0.164 | 0.110 | 0.017 | 0.006 | 0.060 | 0.000 | 0.000 | 0.000 | 0.000 |
| certificate_license_number | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.965 | 1.000 | 0.991 | 0.676 | 0.969 | 0.635 | 0.579 | 0.645 | 0.758 | 1.000 | 1.000 | 1.000 | 0.748 | 0.947 | 0.755 | 0.874 | 0.909 | 1.000 | 0.075 | 0.101 | 0.506 | 1.000 | 1.000 | 1.000 | 0.478 | 0.513 | 1.000 | 0.899 | 0.931 | 0.931 | 0.616 | 0.730 | 0.695 | 0.799 | 0.459 | 0.686 | 0.648 | 0.682 | 0.654 | 0.497 | 0.116 | 0.711 | 0.000 | 0.000 | 0.522 | 0.462 | 0.459 | 0.006 | 0.000 | 0.006 | 0.006 | 0.000 | 0.000 | 0.000 | 0.418 | 0.157 | 0.060 | 0.000 | 0.000 | 0.097 | 0.000 | 0.000 | 0.000 | 0.000 |
| city | ADDRESS | 0.943 | 0.914 | 0.958 | 1.000 | 1.000 | 1.000 | 0.984 | 0.982 | 0.985 | 0.989 | 0.990 | 0.984 | 0.981 | 0.992 | 0.990 | 0.992 | 0.978 | 0.918 | 0.875 | 0.893 | 0.613 | 0.731 | 0.523 | 0.885 | 0.867 | 0.911 | 0.830 | 0.816 | 0.648 | 0.956 | 0.443 | 0.426 | 0.594 | 0.561 | 0.718 | 0.418 | 0.361 | 0.359 | 0.451 | 0.450 | 0.372 | 0.915 | 0.187 | 0.316 | 0.320 | 0.293 | 0.437 | 0.372 | 0.893 | 0.556 | 0.991 | 0.995 | 0.262 | 0.243 | 0.228 | 0.993 | 0.987 | 0.909 | 0.899 | 0.890 | 0.874 | 0.003 | 0.424 | 0.118 | 0.092 | 0.235 | 0.335 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 |
| company_name | ORG | 0.905 | 0.822 | 0.862 | 0.985 | 0.978 | 0.988 | 0.524 | 0.915 | 0.984 | 0.984 | 0.905 | 0.762 | 0.979 | 0.704 | 0.661 | 0.681 | 0.614 | 0.139 | 0.090 | 0.082 | 0.583 | 0.633 | 0.446 | 0.802 | 0.605 | 0.715 | 0.737 | 0.741 | 0.451 | 0.146 | 0.048 | 0.033 | 0.262 | 0.283 | 0.575 | 0.062 | 0.026 | 0.024 | 0.285 | 0.299 | 0.034 | 0.142 | 0.005 | 0.033 | 0.029 | 0.025 | 0.031 | 0.097 | 0.980 | 0.058 | 0.940 | 0.903 | 0.051 | 0.051 | 0.039 | 0.825 | 0.878 | 0.057 | 0.054 | 0.053 | 0.627 | 0.016 | 0.022 | 0.015 | 0.016 | 0.230 | 0.077 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 |
| coordinate | ADDRESS | 1.000 | 1.000 | 0.999 | 0.983 | 0.983 | 0.983 | 0.984 | 0.958 | 0.733 | 0.757 | 0.503 | 0.625 | 0.620 | 0.565 | 0.582 | 0.549 | 0.544 | 0.886 | 0.892 | 0.911 | 0.632 | 0.524 | 0.647 | 0.919 | 0.919 | 0.983 | 0.999 | 0.992 | 0.404 | 0.064 | 0.780 | 0.782 | 0.419 | 0.401 | 0.948 | 0.654 | 0.634 | 0.633 | 0.357 | 0.502 | 0.114 | 0.853 | 0.063 | 0.527 | 0.487 | 0.464 | 0.137 | 0.557 | 0.092 | 0.167 | 0.001 | 0.001 | 0.456 | 0.451 | 0.441 | 0.001 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.202 | 0.000 | 0.000 | 0.063 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 |
| country | ADDRESS | 0.987 | 0.977 | 0.930 | 0.991 | 0.991 | 0.987 | 0.814 | 0.994 | 0.982 | 0.977 | 0.992 | 0.978 | 0.981 | 0.972 | 0.921 | 0.976 | 0.883 | 0.631 | 0.535 | 0.468 | 0.183 | 0.480 | 0.112 | 0.981 | 0.961 | 0.974 | 0.612 | 0.568 | 0.485 | 0.986 | 0.049 | 0.033 | 0.253 | 0.227 | 0.979 | 0.029 | 0.040 | 0.040 | 0.159 | 0.153 | 0.132 | 0.983 | 0.026 | 0.030 | 0.035 | 0.038 | 0.058 | 0.063 | 0.910 | 0.474 | 0.972 | 0.972 | 0.031 | 0.031 | 0.028 | 0.965 | 0.963 | 0.965 | 0.970 | 0.966 | 0.946 | 0.009 | 0.499 | 0.200 | 0.150 | 0.269 | 0.270 | 0.078 | 0.000 | 0.000 | 0.000 | 0.000 |
| county | ADDRESS | 0.968 | 0.926 | 0.959 | 0.989 | 0.986 | 0.993 | 0.973 | 0.965 | 0.942 | 0.972 | 0.928 | 0.881 | 0.949 | 0.891 | 0.892 | 0.891 | 0.837 | 0.784 | 0.806 | 0.809 | 0.357 | 0.874 | 0.228 | 0.927 | 0.895 | 0.894 | 0.762 | 0.766 | 0.908 | 0.902 | 0.269 | 0.170 | 0.828 | 0.826 | 0.976 | 0.066 | 0.139 | 0.127 | 0.794 | 0.282 | 0.347 | 0.950 | 0.384 | 0.074 | 0.084 | 0.051 | 0.170 | 0.352 | 0.941 | 0.615 | 0.932 | 0.930 | 0.240 | 0.231 | 0.234 | 0.976 | 0.923 | 0.472 | 0.460 | 0.412 | 0.829 | 0.000 | 0.395 | 0.163 | 0.180 | 0.162 | 0.210 | 0.091 | 0.000 | 0.000 | 0.000 | 0.000 |
| credit_debit_card | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.334 | 0.978 | 1.000 | 0.903 | 1.000 | 0.988 | 1.000 | 1.000 | 1.000 | 1.000 | 0.998 | 1.000 | 1.000 | 0.964 | 0.783 | 0.935 | 0.988 | 0.963 | 0.976 | 0.994 | 0.994 | 0.717 | 0.357 | 0.983 | 0.996 | 0.666 | 0.632 | 0.988 | 0.913 | 0.899 | 0.901 | 0.597 | 0.808 | 0.980 | 0.180 | 0.785 | 0.932 | 0.946 | 0.957 | 0.950 | 0.741 | 0.000 | 0.353 | 0.000 | 0.000 | 0.626 | 0.648 | 0.654 | 0.707 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.123 | 0.104 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| customer_id | ACCOUNT | 0.997 | 1.000 | 0.996 | 1.000 | 1.000 | 0.997 | 1.000 | 0.988 | 0.949 | 0.975 | 0.911 | 0.979 | 0.993 | 0.988 | 0.960 | 0.988 | 0.989 | 0.989 | 1.000 | 1.000 | 0.863 | 0.932 | 0.891 | 0.953 | 0.743 | 0.976 | 0.055 | 0.051 | 0.960 | 0.992 | 0.960 | 0.977 | 0.956 | 0.956 | 0.960 | 0.876 | 0.899 | 0.895 | 0.941 | 0.903 | 0.895 | 0.181 | 0.938 | 0.866 | 0.806 | 0.802 | 0.624 | 0.501 | 0.192 | 0.256 | 0.000 | 0.000 | 0.405 | 0.403 | 0.415 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.375 | 0.054 | 0.031 | 0.007 | 0.000 | 0.090 | 0.000 | 0.000 | 0.000 | 0.000 |
| cvv | ID | 0.987 | 1.000 | 0.923 | 0.949 | 0.949 | 0.949 | 0.974 | 0.987 | 0.526 | 0.192 | 0.654 | 1.000 | 0.821 | 1.000 | 0.987 | 1.000 | 0.987 | 0.846 | 0.782 | 0.756 | 0.564 | 0.244 | 0.513 | 0.846 | 0.756 | 0.756 | 0.846 | 0.859 | 0.167 | 0.410 | 0.474 | 0.551 | 0.192 | 0.179 | 0.744 | 0.410 | 0.397 | 0.385 | 0.115 | 0.487 | 0.449 | 0.051 | 0.167 | 0.205 | 0.244 | 0.231 | 0.128 | 0.141 | 0.051 | 0.795 | 0.000 | 0.000 | 0.038 | 0.051 | 0.077 | 0.308 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.103 | 0.000 | 0.000 | 0.013 | 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 | 1.000 | 1.000 | 0.993 | 0.989 | 0.996 | 0.986 | 1.000 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.569 | 0.994 | 0.993 | 0.986 | 0.996 | 1.000 | 1.000 | 0.498 | 1.000 | 0.996 | 0.996 | 0.419 | 0.390 | 0.993 | 0.994 | 0.987 | 0.985 | 0.253 | 0.680 | 0.991 | 0.968 | 0.996 | 0.000 | 0.000 | 0.000 | 0.132 | 0.671 | 0.013 | 0.952 | 0.000 | 0.000 | 0.568 | 0.560 | 0.561 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.776 | 0.003 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 |
| device_identifier | ID | 1.000 | 1.000 | 0.969 | 1.000 | 1.000 | 1.000 | 1.000 | 0.822 | 0.818 | 0.818 | 0.812 | 0.953 | 0.818 | 0.963 | 0.922 | 0.963 | 1.000 | 1.000 | 1.000 | 1.000 | 0.914 | 0.776 | 0.892 | 0.822 | 0.543 | 0.853 | 0.035 | 0.035 | 0.263 | 0.433 | 1.000 | 1.000 | 0.263 | 0.263 | 0.853 | 0.976 | 1.000 | 1.000 | 0.457 | 0.888 | 0.541 | 0.549 | 0.822 | 0.971 | 0.965 | 0.965 | 0.961 | 0.845 | 0.167 | 0.969 | 0.000 | 0.000 | 0.908 | 0.894 | 0.878 | 0.278 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.092 | 0.000 | 0.024 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| email | CONTACT | 0.993 | 0.993 | 0.993 | 0.866 | 0.858 | 0.876 | 0.993 | 0.945 | 0.993 | 0.995 | 0.791 | 0.920 | 0.994 | 0.907 | 0.968 | 0.912 | 0.924 | 0.992 | 0.993 | 0.993 | 0.872 | 0.955 | 0.768 | 0.982 | 0.956 | 0.996 | 0.988 | 0.986 | 0.993 | 0.993 | 0.985 | 0.986 | 0.996 | 0.996 | 0.960 | 0.970 | 0.971 | 0.970 | 0.996 | 0.382 | 0.931 | 0.272 | 0.956 | 0.966 | 0.965 | 0.961 | 0.989 | 0.915 | 0.065 | 0.989 | 0.144 | 0.078 | 0.800 | 0.799 | 0.777 | 0.072 | 0.037 | 0.125 | 0.120 | 0.094 | 0.015 | 0.993 | 0.089 | 0.731 | 0.565 | 0.017 | 0.001 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 |
| employee_id | ACCOUNT | 1.000 | 0.996 | 1.000 | 0.993 | 0.993 | 0.964 | 1.000 | 0.989 | 0.985 | 0.986 | 0.767 | 0.850 | 0.987 | 0.869 | 0.854 | 0.874 | 0.842 | 0.991 | 1.000 | 1.000 | 0.673 | 0.752 | 0.675 | 0.967 | 0.941 | 0.993 | 0.007 | 0.000 | 0.946 | 1.000 | 0.830 | 0.810 | 0.956 | 0.956 | 0.953 | 0.498 | 0.728 | 0.708 | 0.938 | 0.656 | 0.916 | 0.101 | 0.978 | 0.611 | 0.540 | 0.528 | 0.326 | 0.423 | 0.196 | 0.238 | 0.000 | 0.000 | 0.373 | 0.376 | 0.369 | 0.016 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.224 | 0.108 | 0.086 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 |
| fax_number | CONTACT | 1.000 | 1.000 | 0.984 | 0.990 | 0.980 | 0.990 | 1.000 | 0.985 | 0.990 | 0.990 | 0.986 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.974 | 1.000 | 1.000 | 0.990 | 0.556 | 0.978 | 0.980 | 0.970 | 0.990 | 0.765 | 0.782 | 1.000 | 0.990 | 0.818 | 0.916 | 0.990 | 0.990 | 0.990 | 0.810 | 0.672 | 0.670 | 0.980 | 0.877 | 0.797 | 0.746 | 0.868 | 0.753 | 0.736 | 0.731 | 0.504 | 0.957 | 0.003 | 0.917 | 0.000 | 0.000 | 0.938 | 0.930 | 0.938 | 0.040 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.453 | 0.182 | 0.012 | 0.010 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 |
| first_name | PERSON | 0.988 | 0.974 | 0.992 | 0.996 | 0.996 | 0.995 | 0.998 | 0.977 | 0.893 | 0.958 | 0.967 | 0.975 | 0.986 | 0.974 | 0.954 | 0.971 | 0.955 | 0.989 | 0.996 | 0.995 | 0.891 | 0.934 | 0.834 | 0.658 | 0.810 | 0.353 | 0.862 | 0.855 | 0.901 | 0.910 | 0.854 | 0.811 | 0.935 | 0.931 | 0.250 | 0.852 | 0.885 | 0.886 | 0.952 | 0.386 | 0.924 | 0.926 | 0.974 | 0.719 | 0.696 | 0.702 | 0.721 | 0.374 | 0.941 | 0.215 | 0.984 | 0.973 | 0.269 | 0.268 | 0.263 | 0.714 | 0.934 | 0.951 | 0.947 | 0.922 | 0.691 | 0.000 | 0.035 | 0.131 | 0.142 | 0.194 | 0.117 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 |
| health_plan_beneficiary_number | ID | 0.995 | 0.993 | 0.979 | 0.996 | 0.996 | 0.990 | 1.000 | 0.928 | 0.969 | 0.967 | 0.961 | 0.464 | 0.969 | 0.473 | 0.501 | 0.480 | 0.608 | 0.994 | 1.000 | 1.000 | 0.781 | 0.458 | 0.755 | 0.949 | 0.752 | 0.975 | 0.061 | 0.067 | 0.973 | 0.999 | 1.000 | 0.998 | 0.969 | 0.961 | 0.967 | 0.870 | 0.968 | 0.968 | 0.963 | 0.706 | 0.970 | 0.702 | 0.973 | 0.803 | 0.809 | 0.771 | 0.594 | 0.672 | 0.305 | 0.707 | 0.000 | 0.000 | 0.574 | 0.608 | 0.602 | 0.080 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.260 | 0.112 | 0.053 | 0.024 | 0.000 | 0.125 | 0.000 | 0.000 | 0.000 | 0.000 |
| http_cookie | SECRET | 0.992 | 0.989 | 0.983 | 0.315 | 0.209 | 0.212 | 0.864 | 0.191 | 0.172 | 0.386 | 0.432 | 0.492 | 0.354 | 0.481 | 0.433 | 0.482 | 0.468 | 0.612 | 0.752 | 0.755 | 0.419 | 0.904 | 0.435 | 0.161 | 0.199 | 0.629 | 0.141 | 0.131 | 0.247 | 0.032 | 0.647 | 0.666 | 0.261 | 0.212 | 0.311 | 0.567 | 0.618 | 0.611 | 0.128 | 0.420 | 0.060 | 0.029 | 0.082 | 0.467 | 0.487 | 0.488 | 0.520 | 0.358 | 0.283 | 0.611 | 0.003 | 0.005 | 0.384 | 0.393 | 0.411 | 0.065 | 0.003 | 0.003 | 0.005 | 0.003 | 0.003 | 0.352 | 0.068 | 0.357 | 0.338 | 0.004 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| ipv4 | NET | 0.984 | 1.000 | 0.981 | 1.000 | 1.000 | 1.000 | 1.000 | 0.990 | 0.920 | 1.000 | 0.911 | 0.395 | 0.999 | 0.323 | 0.770 | 0.296 | 0.473 | 1.000 | 1.000 | 0.992 | 0.883 | 0.408 | 0.770 | 0.981 | 0.817 | 1.000 | 0.975 | 0.984 | 0.981 | 0.480 | 0.962 | 0.954 | 0.962 | 0.953 | 0.951 | 0.485 | 0.861 | 0.859 | 0.885 | 0.431 | 0.343 | 0.603 | 0.135 | 1.000 | 1.000 | 0.996 | 0.862 | 0.255 | 0.009 | 0.767 | 0.000 | 0.000 | 0.252 | 0.255 | 0.250 | 0.117 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.776 | 0.067 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| ipv6 | NET | 1.000 | 1.000 | 1.000 | 0.022 | 0.000 | 0.000 | 1.000 | 0.026 | 0.005 | 0.000 | 0.992 | 0.978 | 0.000 | 0.949 | 0.962 | 0.949 | 0.950 | 1.000 | 1.000 | 1.000 | 0.533 | 0.229 | 0.460 | 0.017 | 0.241 | 0.895 | 0.997 | 0.997 | 0.980 | 0.000 | 0.995 | 0.992 | 0.935 | 0.932 | 0.017 | 0.839 | 0.997 | 0.992 | 0.818 | 0.625 | 0.216 | 0.000 | 0.041 | 0.859 | 0.844 | 0.827 | 0.645 | 0.445 | 0.017 | 0.998 | 0.000 | 0.000 | 0.397 | 0.355 | 0.362 | 0.396 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.543 | 0.002 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| last_name | PERSON | 0.994 | 0.982 | 0.945 | 0.999 | 0.999 | 0.999 | 0.999 | 0.985 | 0.971 | 0.937 | 0.978 | 0.997 | 0.994 | 0.997 | 0.994 | 0.999 | 0.982 | 0.986 | 0.994 | 0.994 | 0.943 | 0.831 | 0.912 | 0.633 | 0.593 | 0.309 | 0.920 | 0.908 | 0.925 | 0.645 | 0.925 | 0.889 | 0.957 | 0.956 | 0.254 | 0.912 | 0.922 | 0.923 | 0.971 | 0.536 | 0.961 | 0.949 | 0.950 | 0.894 | 0.873 | 0.875 | 0.841 | 0.527 | 0.941 | 0.236 | 0.991 | 0.985 | 0.404 | 0.376 | 0.369 | 0.703 | 0.954 | 0.931 | 0.929 | 0.883 | 0.625 | 0.000 | 0.074 | 0.177 | 0.197 | 0.222 | 0.137 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| license_plate | ID | 0.996 | 0.965 | 0.967 | 1.000 | 1.000 | 1.000 | 1.000 | 0.965 | 1.000 | 1.000 | 0.872 | 1.000 | 1.000 | 1.000 | 0.994 | 1.000 | 0.994 | 0.986 | 1.000 | 1.000 | 0.539 | 0.506 | 0.467 | 0.969 | 0.632 | 1.000 | 0.965 | 0.951 | 0.167 | 0.944 | 0.965 | 0.981 | 0.171 | 0.138 | 1.000 | 0.619 | 0.967 | 0.967 | 0.189 | 0.399 | 0.743 | 0.757 | 0.833 | 0.710 | 0.733 | 0.743 | 0.650 | 0.196 | 0.276 | 0.163 | 0.000 | 0.000 | 0.138 | 0.136 | 0.117 | 0.356 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.107 | 0.010 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 |
| mac_address | NET | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.947 | 0.000 | 0.000 | 0.943 | 1.000 | 0.002 | 1.000 | 0.964 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.434 | 0.587 | 0.389 | 0.237 | 0.575 | 0.985 | 0.990 | 0.982 | 0.956 | 0.412 | 0.960 | 0.890 | 0.971 | 0.941 | 0.919 | 0.554 | 0.946 | 0.941 | 0.926 | 0.417 | 0.603 | 0.033 | 0.279 | 0.595 | 0.543 | 0.546 | 0.488 | 0.215 | 0.358 | 0.965 | 0.000 | 0.002 | 0.152 | 0.159 | 0.154 | 0.121 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.735 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| medical_record_number | ID | 0.999 | 0.994 | 0.995 | 1.000 | 1.000 | 0.995 | 1.000 | 0.990 | 0.982 | 0.990 | 0.956 | 0.819 | 0.995 | 0.829 | 0.872 | 0.829 | 0.867 | 1.000 | 1.000 | 1.000 | 0.778 | 0.954 | 0.800 | 0.989 | 0.701 | 0.994 | 0.143 | 0.130 | 0.970 | 1.000 | 0.955 | 0.969 | 0.970 | 0.970 | 0.989 | 0.712 | 0.890 | 0.890 | 0.969 | 0.770 | 0.995 | 0.799 | 0.975 | 0.651 | 0.594 | 0.579 | 0.447 | 0.696 | 0.080 | 0.218 | 0.000 | 0.002 | 0.560 | 0.584 | 0.594 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.170 | 0.154 | 0.080 | 0.040 | 0.000 | 0.095 | 0.000 | 0.000 | 0.000 | 0.000 |
| national_id | ID | 0.966 | 0.976 | 0.947 | 1.000 | 1.000 | 0.982 | 1.000 | 0.889 | 0.910 | 0.928 | 0.923 | 0.937 | 0.546 | 0.937 | 0.907 | 0.937 | 0.937 | 0.944 | 0.997 | 0.997 | 0.881 | 0.396 | 0.842 | 0.971 | 0.670 | 0.982 | 0.926 | 0.929 | 0.211 | 0.853 | 0.971 | 0.977 | 0.127 | 0.127 | 0.990 | 0.899 | 0.968 | 0.961 | 0.082 | 0.747 | 0.863 | 0.111 | 0.812 | 0.870 | 0.870 | 0.857 | 0.583 | 0.860 | 0.061 | 0.432 | 0.000 | 0.000 | 0.762 | 0.746 | 0.718 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.312 | 0.000 | 0.000 | 0.026 | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 |
| password | SECRET | 1.000 | 0.989 | 0.992 | 1.000 | 1.000 | 1.000 | 1.000 | 0.944 | 0.934 | 0.964 | 0.680 | 0.909 | 0.956 | 0.908 | 0.911 | 0.894 | 0.831 | 0.998 | 1.000 | 1.000 | 0.633 | 0.908 | 0.594 | 0.677 | 0.671 | 0.978 | 0.983 | 0.953 | 0.972 | 0.826 | 0.925 | 0.906 | 0.976 | 0.964 | 0.935 | 0.986 | 0.895 | 0.901 | 0.947 | 0.445 | 0.531 | 0.437 | 0.916 | 0.912 | 0.883 | 0.916 | 0.904 | 0.543 | 0.414 | 0.692 | 0.014 | 0.007 | 0.431 | 0.432 | 0.461 | 0.430 | 0.017 | 0.039 | 0.039 | 0.039 | 0.004 | 0.189 | 0.014 | 0.823 | 0.742 | 0.000 | 0.050 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| phone_number | CONTACT | 1.000 | 1.000 | 0.996 | 0.997 | 0.994 | 1.000 | 1.000 | 0.972 | 1.000 | 0.997 | 0.995 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.989 | 1.000 | 0.998 | 0.992 | 0.645 | 0.986 | 0.985 | 0.988 | 0.997 | 0.999 | 0.996 | 0.991 | 0.997 | 0.971 | 0.984 | 0.994 | 0.994 | 0.994 | 0.968 | 0.951 | 0.950 | 0.997 | 0.895 | 0.868 | 0.649 | 0.879 | 0.923 | 0.929 | 0.924 | 0.758 | 0.923 | 0.013 | 0.818 | 0.000 | 0.000 | 0.869 | 0.867 | 0.866 | 0.094 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.248 | 0.085 | 0.016 | 0.001 | 0.000 | 0.000 | 0.028 | 0.002 | 0.000 | 0.000 | 0.000 |
| pin | SECRET | 0.984 | 0.985 | 0.936 | 0.973 | 0.973 | 0.982 | 1.000 | 0.978 | 0.916 | 0.958 | 0.683 | 0.985 | 0.952 | 0.976 | 0.994 | 0.985 | 0.988 | 0.970 | 1.000 | 0.970 | 0.787 | 0.602 | 0.760 | 0.922 | 0.943 | 0.940 | 0.900 | 0.850 | 0.934 | 0.988 | 0.853 | 0.883 | 0.934 | 0.925 | 0.925 | 0.880 | 0.766 | 0.772 | 0.925 | 0.864 | 0.838 | 0.603 | 0.949 | 0.796 | 0.811 | 0.835 | 0.397 | 0.524 | 0.054 | 0.082 | 0.000 | 0.000 | 0.388 | 0.440 | 0.443 | 0.042 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.600 | 0.009 | 0.009 | 0.009 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 |
| postcode | ADDRESS | 1.000 | 0.993 | 0.998 | 1.000 | 1.000 | 1.000 | 1.000 | 0.972 | 0.951 | 1.000 | 0.867 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.993 | 0.800 | 0.981 | 0.981 | 0.547 | 1.000 | 0.965 | 0.953 | 0.614 | 0.356 | 0.919 | 0.942 | 0.551 | 0.567 | 0.807 | 0.974 | 0.807 | 0.807 | 0.498 | 0.895 | 0.558 | 0.707 | 0.430 | 0.812 | 0.772 | 0.753 | 0.784 | 0.637 | 0.123 | 0.381 | 0.058 | 0.000 | 0.542 | 0.577 | 0.553 | 0.628 | 0.005 | 0.028 | 0.028 | 0.012 | 0.000 | 0.000 | 0.370 | 0.012 | 0.012 | 0.023 | 0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| ssn | ID | 0.983 | 1.000 | 0.979 | 1.000 | 1.000 | 1.000 | 1.000 | 0.958 | 0.917 | 0.979 | 0.895 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.990 | 1.000 | 1.000 | 0.954 | 0.443 | 0.953 | 0.969 | 0.917 | 0.917 | 1.000 | 1.000 | 0.740 | 1.000 | 1.000 | 1.000 | 0.719 | 0.708 | 0.979 | 0.957 | 0.969 | 0.969 | 0.625 | 0.705 | 0.938 | 0.635 | 0.802 | 0.786 | 0.812 | 0.848 | 0.832 | 0.920 | 0.006 | 0.341 | 0.000 | 0.000 | 0.850 | 0.845 | 0.852 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.177 | 0.010 | 0.000 | 0.000 | 0.000 | 0.094 | 0.000 | 0.000 | 0.000 | 0.000 |
| state | ADDRESS | 0.899 | 0.886 | 0.903 | 0.993 | 0.993 | 0.989 | 0.942 | 0.894 | 0.894 | 0.960 | 0.919 | 0.901 | 0.927 | 0.922 | 0.911 | 0.920 | 0.890 | 0.811 | 0.805 | 0.781 | 0.413 | 0.737 | 0.314 | 0.704 | 0.789 | 0.812 | 0.717 | 0.722 | 0.452 | 0.864 | 0.309 | 0.242 | 0.408 | 0.373 | 0.899 | 0.218 | 0.211 | 0.207 | 0.270 | 0.318 | 0.291 | 0.887 | 0.141 | 0.161 | 0.169 | 0.179 | 0.276 | 0.309 | 0.922 | 0.469 | 0.913 | 0.912 | 0.225 | 0.236 | 0.234 | 0.950 | 0.910 | 0.784 | 0.788 | 0.778 | 0.862 | 0.000 | 0.276 | 0.134 | 0.116 | 0.424 | 0.447 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 |
| street_address | ADDRESS | 0.989 | 0.981 | 0.988 | 0.996 | 0.996 | 0.998 | 0.992 | 0.934 | 0.958 | 0.988 | 0.967 | 0.960 | 0.987 | 0.959 | 0.964 | 0.953 | 0.946 | 0.992 | 0.992 | 0.992 | 0.937 | 0.964 | 0.925 | 0.709 | 0.668 | 0.991 | 0.951 | 0.938 | 0.553 | 0.913 | 0.925 | 0.923 | 0.532 | 0.482 | 0.921 | 0.741 | 0.819 | 0.818 | 0.389 | 0.810 | 0.517 | 0.807 | 0.524 | 0.787 | 0.798 | 0.761 | 0.791 | 0.381 | 0.829 | 0.244 | 0.797 | 0.730 | 0.294 | 0.281 | 0.249 | 0.603 | 0.720 | 0.422 | 0.412 | 0.211 | 0.475 | 0.000 | 0.351 | 0.039 | 0.032 | 0.041 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| swift_bic | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.989 | 0.869 | 1.000 | 0.989 | 1.000 | 1.000 | 1.000 | 1.000 | 0.976 | 1.000 | 1.000 | 0.735 | 0.620 | 0.768 | 0.989 | 0.841 | 0.989 | 0.989 | 0.989 | 0.954 | 0.966 | 0.956 | 0.959 | 0.897 | 0.909 | 1.000 | 0.912 | 0.728 | 0.728 | 0.856 | 0.722 | 0.703 | 0.897 | 0.782 | 0.883 | 0.912 | 0.890 | 0.771 | 0.373 | 0.498 | 0.906 | 0.000 | 0.000 | 0.315 | 0.244 | 0.261 | 0.383 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.254 | 0.054 | 0.032 | 0.082 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| tax_id | ID | 0.904 | 1.000 | 0.948 | 1.000 | 1.000 | 1.000 | 1.000 | 0.869 | 0.952 | 1.000 | 0.983 | 0.939 | 0.952 | 0.948 | 0.895 | 0.948 | 0.939 | 1.000 | 1.000 | 1.000 | 0.891 | 0.611 | 0.895 | 0.904 | 0.240 | 1.000 | 0.926 | 0.934 | 0.419 | 1.000 | 1.000 | 1.000 | 0.389 | 0.323 | 0.952 | 0.838 | 0.948 | 0.948 | 0.419 | 0.786 | 0.620 | 0.245 | 0.620 | 0.865 | 0.856 | 0.878 | 0.594 | 0.672 | 0.052 | 0.345 | 0.000 | 0.000 | 0.659 | 0.721 | 0.598 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.052 | 0.048 | 0.000 | 0.000 | 0.044 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| unique_id | ID | 1.000 | 1.000 | 0.978 | 1.000 | 1.000 | 0.947 | 1.000 | 0.903 | 0.677 | 0.836 | 0.957 | 1.000 | 0.748 | 1.000 | 1.000 | 1.000 | 1.000 | 0.957 | 1.000 | 1.000 | 0.908 | 0.879 | 0.888 | 0.517 | 0.798 | 0.801 | 0.054 | 0.065 | 0.275 | 0.872 | 1.000 | 1.000 | 0.318 | 0.318 | 0.570 | 1.000 | 0.957 | 0.957 | 0.115 | 0.900 | 0.418 | 0.186 | 0.775 | 0.957 | 0.957 | 0.957 | 0.928 | 0.950 | 0.232 | 0.953 | 0.000 | 0.000 | 0.907 | 0.896 | 0.918 | 0.428 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.024 | 0.087 | 0.087 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| url | NET | 1.000 | 0.999 | 0.911 | 0.365 | 0.341 | 0.343 | 0.898 | 0.426 | 0.719 | 0.469 | 0.153 | 0.276 | 0.198 | 0.203 | 0.222 | 0.197 | 0.273 | 0.662 | 0.806 | 0.808 | 0.488 | 0.585 | 0.455 | 0.223 | 0.453 | 0.990 | 0.505 | 0.453 | 0.491 | 0.000 | 0.456 | 0.568 | 0.439 | 0.432 | 0.395 | 0.138 | 0.219 | 0.222 | 0.302 | 0.252 | 0.011 | 0.030 | 0.000 | 0.010 | 0.013 | 0.013 | 0.046 | 0.229 | 0.027 | 0.780 | 0.018 | 0.031 | 0.126 | 0.125 | 0.124 | 0.059 | 0.010 | 0.005 | 0.005 | 0.004 | 0.007 | 1.000 | 0.028 | 0.002 | 0.001 | 0.034 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| user_name | ACCOUNT | 1.000 | 0.996 | 0.998 | 0.990 | 0.988 | 0.988 | 1.000 | 0.976 | 0.951 | 0.971 | 0.912 | 0.978 | 0.895 | 0.963 | 0.937 | 0.965 | 0.940 | 1.000 | 1.000 | 1.000 | 0.833 | 0.857 | 0.762 | 0.747 | 0.572 | 0.924 | 0.280 | 0.275 | 0.894 | 0.935 | 0.922 | 0.859 | 0.900 | 0.906 | 0.777 | 0.969 | 0.916 | 0.916 | 0.911 | 0.434 | 0.915 | 0.900 | 0.910 | 0.840 | 0.804 | 0.800 | 0.793 | 0.607 | 0.272 | 0.558 | 0.490 | 0.325 | 0.483 | 0.439 | 0.417 | 0.310 | 0.275 | 0.413 | 0.389 | 0.354 | 0.130 | 0.061 | 0.034 | 0.417 | 0.369 | 0.018 | 0.014 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 |
| vehicle_identifier | ID | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.970 | 0.970 | 0.970 | 1.000 | 1.000 | 1.000 | 1.000 | 0.985 | 0.970 | 0.985 | 1.000 | 1.000 | 1.000 | 0.911 | 0.970 | 0.985 | 0.312 | 0.985 | 0.030 | 0.030 | 0.179 | 1.000 | 1.000 | 1.000 | 0.194 | 0.164 | 0.955 | 1.000 | 0.970 | 0.955 | 0.149 | 1.000 | 0.970 | 0.134 | 0.761 | 1.000 | 1.000 | 1.000 | 1.000 | 0.955 | 0.610 | 1.000 | 0.000 | 0.000 | 0.910 | 0.940 | 0.940 | 0.194 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.104 | 0.000 | 0.000 | 0.014 | 0.030 | 0.045 | 0.000 | 0.000 | 0.000 | 0.000 |

## char F1 by domain

| domain | n | openmed-nemotron | openmed-multilingual | kalyan-ettin | gliner-nvidia+ov100 | gliner-nvidia | gliner-nvidia+sent300 | pplx+cpu-int8 | gliner-stream-pii | gliner2-large | gliner2-fastino | bardsai-eu | nym-base+sent300 | gliner2-hivetrace-omni | nym-base | nym-small | nym-base+ov100 | nym-base+cpu-int8 | pplx+sent300 | pplx+ov100 | pplx | mmbert32k | kalyan-ettin+cpu-int8 | mmbert32k+nochunk | gliner-pii-base | gliner-pii-edge | nuner-zero | gravitee-small | gravitee-small+cpu-int8 | gliner25-fastino+nochunk | gliner2-hivetrace-uni | apararti | opf-kz-ru | gliner25-fastino+ov100 | gliner25-fastino | gliner-urchade | opf-ru | openai-base-onnx | openai-base | gliner25-fastino+sent300 | mmbert32k+cpu-int8 | ru-pii-ner | gliner-multi-v21 | gliner2-vladlinv | opf-ru-v2+sent300 | opf-ru-v2 | opf-ru-v2+ov100 | traciora | ru-legal-ner+sent300 | stanza-ru | pii-shield-onnx | davlan-xlmr | davlan-mbert | ru-legal-ner+cpu-int8 | ru-legal-ner | ru-legal-ner+ov100 | ner-ru-yqelz | davlan-mbert+cpu-int8 | ner-ru-gherman | ner-ru-gherman-onnx | ner-ru-gherman+cpu-int8 | davlan-xlmr+cpu-int8 | rules-ru | gliner-pii-edge+cpu-int8 | fef2-secret-ru | fef2-secret-ru+cpu-int8 | spacy-ru-lg | natasha | gliner-pii-base+cpu-int8 | spacy-alrosait | gliner-multi-v21+cpu-int8 | gliner-nvidia+cpu-int8 | gliner-urchade+cpu-int8 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| structured | 736 | 0.854 | 0.864 | 0.857 | 0.831 | 0.826 | 0.816 | 0.773 | 0.863 | 0.870 | 0.857 | 0.768 | 0.780 | 0.859 | 0.771 | 0.774 | 0.767 | 0.772 | 0.781 | 0.801 | 0.806 | 0.743 | 0.740 | 0.690 | 0.790 | 0.804 | 0.859 | 0.731 | 0.726 | 0.790 | 0.704 | 0.736 | 0.746 | 0.749 | 0.746 | 0.753 | 0.687 | 0.695 | 0.694 | 0.703 | 0.574 | 0.611 | 0.492 | 0.616 | 0.674 | 0.670 | 0.665 | 0.654 | 0.460 | 0.154 | 0.572 | 0.467 | 0.443 | 0.428 | 0.431 | 0.421 | 0.379 | 0.422 | 0.290 | 0.285 | 0.266 | 0.309 | 0.569 | 0.202 | 0.331 | 0.284 | 0.073 | 0.068 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 |
| unstructured | 755 | 0.892 | 0.895 | 0.887 | 0.847 | 0.848 | 0.846 | 0.862 | 0.873 | 0.895 | 0.878 | 0.789 | 0.810 | 0.846 | 0.796 | 0.801 | 0.794 | 0.797 | 0.840 | 0.860 | 0.857 | 0.788 | 0.771 | 0.772 | 0.796 | 0.814 | 0.853 | 0.779 | 0.773 | 0.807 | 0.716 | 0.793 | 0.802 | 0.789 | 0.783 | 0.771 | 0.717 | 0.747 | 0.747 | 0.745 | 0.618 | 0.652 | 0.517 | 0.665 | 0.686 | 0.684 | 0.683 | 0.663 | 0.603 | 0.289 | 0.727 | 0.456 | 0.440 | 0.520 | 0.517 | 0.512 | 0.378 | 0.421 | 0.324 | 0.323 | 0.300 | 0.362 | 0.592 | 0.246 | 0.310 | 0.265 | 0.138 | 0.088 | 0.061 | 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 |
|---|---|---|---|---|
| openmed-nemotron | 134 (1.4%) | 105 (1.1%) | 105 (1.1%) | 105 (1.1%) |
| openmed-multilingual | 208 (2.2%) | 166 (1.8%) | 165 (1.8%) | 165 (1.8%) |
| kalyan-ettin | 209 (2.2%) | 130 (1.4%) | 129 (1.4%) | 129 (1.4%) |
| gliner-nvidia+ov100 | 357 (3.8%) | 345 (3.7%) | 338 (3.6%) | 330 (3.5%) |
| gliner-nvidia | 391 (4.2%) | 379 (4.0%) | 373 (4.0%) | 368 (3.9%) |
| gliner-nvidia+sent300 | 398 (4.2%) | 383 (4.1%) | 377 (4.0%) | 366 (3.9%) |
| gliner-stream-pii | 552 (5.9%) | 412 (4.4%) | 347 (3.7%) | 274 (2.9%) |
| gliner2-large | 665 (7.1%) | 424 (4.5%) | 339 (3.6%) | 247 (2.6%) |
| gliner2-fastino | 703 (7.5%) | 553 (5.9%) | 495 (5.3%) | 441 (4.7%) |
| bardsai-eu | 715 (7.6%) | 479 (5.1%) | 472 (5.0%) | 472 (5.0%) |
| nym-base+sent300 | 752 (8.0%) | 715 (7.6%) | 713 (7.6%) | 713 (7.6%) |
| gliner2-hivetrace-omni | 758 (8.1%) | 628 (6.7%) | 585 (6.2%) | 549 (5.8%) |
| nym-base | 868 (9.2%) | 848 (9.0%) | 847 (9.0%) | 847 (9.0%) |
| nym-small | 887 (9.4%) | 855 (9.1%) | 855 (9.1%) | 855 (9.1%) |
| nym-base+ov100 | 888 (9.5%) | 869 (9.3%) | 868 (9.2%) | 868 (9.2%) |
| nym-base+cpu-int8 | 925 (9.8%) | 883 (9.4%) | 881 (9.4%) | 881 (9.4%) |
| mmbert32k | 1277 (13.6%) | 741 (7.9%) | 691 (7.4%) | 687 (7.3%) |
| kalyan-ettin+cpu-int8 | 1485 (15.8%) | 1140 (12.1%) | 1108 (11.8%) | 1106 (11.8%) |
| mmbert32k+nochunk | 1601 (17.0%) | 980 (10.4%) | 936 (10.0%) | 934 (9.9%) |
| gliner-pii-base | 1752 (18.7%) | 636 (6.8%) | 296 (3.2%) | 62 (0.7%) |
| gliner-pii-edge | 1812 (19.3%) | 334 (3.6%) | 110 (1.2%) | 10 (0.1%) |
| nuner-zero | 1866 (19.9%) | 1165 (12.4%) | 804 (8.6%) | 446 (4.7%) |
| gravitee-small | 2166 (23.1%) | 2040 (21.7%) | 2039 (21.7%) | 2039 (21.7%) |
| gravitee-small+cpu-int8 | 2249 (23.9%) | 2119 (22.6%) | 2119 (22.6%) | 2119 (22.6%) |
| gliner25-fastino+nochunk | 2274 (24.2%) | 2010 (21.4%) | 1875 (20.0%) | 1713 (18.2%) |
| gliner2-hivetrace-uni | 2343 (24.9%) | 1554 (16.5%) | 1122 (11.9%) | 646 (6.9%) |
| apararti | 2357 (25.1%) | 2351 (25.0%) | 2351 (25.0%) | 2351 (25.0%) |
| opf-kz-ru | 2400 (25.6%) | 2394 (25.5%) | 2394 (25.5%) | 2394 (25.5%) |
| gliner25-fastino+ov100 | 2511 (26.7%) | 2160 (23.0%) | 1996 (21.3%) | 1786 (19.0%) |
| gliner25-fastino | 2601 (27.7%) | 2256 (24.0%) | 2103 (22.4%) | 1886 (20.1%) |
| gliner-urchade | 2612 (27.8%) | 2269 (24.2%) | 2088 (22.2%) | 1799 (19.2%) |
| opf-ru | 2628 (28.0%) | 2539 (27.0%) | 2528 (26.9%) | 2527 (26.9%) |
| openai-base-onnx | 2782 (29.6%) | 2774 (29.5%) | 2774 (29.5%) | 2774 (29.5%) |
| openai-base | 2792 (29.7%) | 2787 (29.7%) | 2787 (29.7%) | 2787 (29.7%) |
| gliner25-fastino+sent300 | 2824 (30.1%) | 2451 (26.1%) | 2280 (24.3%) | 2070 (22.0%) |
| mmbert32k+cpu-int8 | 3019 (32.1%) | 1608 (17.1%) | 1370 (14.6%) | 1333 (14.2%) |
| gliner-multi-v21 | 3201 (34.1%) | 1613 (17.2%) | 1007 (10.7%) | 463 (4.9%) |
| gliner2-vladlinv | 3389 (36.1%) | 3304 (35.2%) | 3258 (34.7%) | 3180 (33.9%) |
| opf-ru-v2+sent300 | 3481 (37.1%) | 3466 (36.9%) | 3464 (36.9%) | 3464 (36.9%) |
| opf-ru-v2 | 3578 (38.1%) | 3545 (37.7%) | 3544 (37.7%) | 3543 (37.7%) |
| opf-ru-v2+ov100 | 3609 (38.4%) | 3582 (38.1%) | 3580 (38.1%) | 3580 (38.1%) |
| traciora | 3817 (40.6%) | 3769 (40.1%) | 3764 (40.1%) | 3763 (40.1%) |
| ru-legal-ner+sent300 | 4021 (42.8%) | 2175 (23.2%) | 1956 (20.8%) | 1934 (20.6%) |
| pii-shield-onnx | 4622 (49.2%) | 3867 (41.2%) | 3777 (40.2%) | 3772 (40.2%) |
| davlan-xlmr | 4732 (50.4%) | 4705 (50.1%) | 4705 (50.1%) | 4705 (50.1%) |
| davlan-mbert | 4912 (52.3%) | 4906 (52.2%) | 4906 (52.2%) | 4906 (52.2%) |
| ru-legal-ner+cpu-int8 | 4936 (52.6%) | 3104 (33.1%) | 2810 (29.9%) | 2770 (29.5%) |
| ru-legal-ner | 4966 (52.9%) | 3196 (34.0%) | 2946 (31.4%) | 2908 (31.0%) |
| ru-legal-ner+ov100 | 4989 (53.1%) | 3215 (34.2%) | 2954 (31.5%) | 2913 (31.0%) |
| ner-ru-yqelz | 4995 (53.2%) | 4854 (51.7%) | 4852 (51.7%) | 4852 (51.7%) |
| davlan-mbert+cpu-int8 | 5169 (55.0%) | 5160 (54.9%) | 5160 (54.9%) | 5160 (54.9%) |
| ner-ru-gherman | 5651 (60.2%) | 5558 (59.2%) | 5549 (59.1%) | 5546 (59.1%) |
| ner-ru-gherman-onnx | 5685 (60.5%) | 5588 (59.5%) | 5581 (59.4%) | 5577 (59.4%) |
| ner-ru-gherman+cpu-int8 | 5920 (63.0%) | 5776 (61.5%) | 5758 (61.3%) | 5750 (61.2%) |
| davlan-xlmr+cpu-int8 | 6160 (65.6%) | 5793 (61.7%) | 5760 (61.3%) | 5760 (61.3%) |
| gliner-pii-edge+cpu-int8 | 7696 (82.0%) | 3043 (32.4%) | 1202 (12.8%) | 241 (2.6%) |
| fef2-secret-ru | 7727 (82.3%) | 7706 (82.1%) | 7706 (82.1%) | 7706 (82.1%) |
| fef2-secret-ru+cpu-int8 | 7891 (84.0%) | 7861 (83.7%) | 7861 (83.7%) | 7861 (83.7%) |
| gliner-pii-base+cpu-int8 | 9135 (97.3%) | 6220 (66.2%) | 2663 (28.4%) | 215 (2.3%) |
| gliner-multi-v21+cpu-int8 | 9391 (100.0%) | 9391 (100.0%) | 9391 (100.0%) | 9379 (99.9%) |
| gliner-nvidia+cpu-int8 | 9391 (100.0%) | 9391 (100.0%) | 9391 (100.0%) | 9365 (99.7%) |
| gliner-urchade+cpu-int8 | 9391 (100.0%) | 9391 (100.0%) | 9378 (99.9%) | 8798 (93.7%) |

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.