SecurePII-Bench
Collection
262 items • Updated
label stringlengths 3 11 | precision float64 0.43 0.96 | recall float64 0.4 0.96 | f1 float64 0.42 0.96 | support int64 33 2.27k | tp int64 21 2.12k | fp int64 7 279 | fn int64 2 428 |
|---|---|---|---|---|---|---|---|
CARDINAL | 0.827756 | 0.897545 | 0.861239 | 937 | 841 | 175 | 96 |
DATE | 0.865876 | 0.921035 | 0.892605 | 1,507 | 1,388 | 215 | 119 |
EVENT | 0.604317 | 0.587413 | 0.595745 | 143 | 84 | 55 | 59 |
FAC | 0.507353 | 0.6 | 0.549801 | 115 | 69 | 67 | 46 |
GPE | 0.947745 | 0.935626 | 0.941646 | 2,268 | 2,122 | 117 | 146 |
LANGUAGE | 0.584906 | 0.939394 | 0.72093 | 33 | 31 | 22 | 2 |
LAW | 0.575 | 0.575 | 0.575 | 40 | 23 | 17 | 17 |
LOC | 0.637555 | 0.715686 | 0.674365 | 204 | 146 | 83 | 58 |
MONEY | 0.959559 | 0.9631 | 0.961326 | 271 | 261 | 11 | 10 |
NORP | 0.871152 | 0.902007 | 0.886311 | 847 | 764 | 113 | 83 |
ORDINAL | 0.834711 | 0.87069 | 0.852321 | 232 | 202 | 40 | 30 |
ORG | 0.885902 | 0.776437 | 0.827565 | 1,740 | 1,351 | 174 | 389 |
PERCENT | 0.91954 | 0.903955 | 0.911681 | 177 | 160 | 14 | 17 |
PERSON | 0.935956 | 0.918812 | 0.927305 | 2,020 | 1,856 | 127 | 164 |
PRODUCT | 0.605634 | 0.597222 | 0.601399 | 72 | 43 | 28 | 29 |
QUANTITY | 0.930693 | 0.94 | 0.935323 | 100 | 94 | 7 | 6 |
TIME | 0.769874 | 0.859813 | 0.812362 | 214 | 184 | 55 | 30 |
WORK_OF_ART | 0.537879 | 0.5 | 0.518248 | 142 | 71 | 61 | 71 |
CARDINAL | 0.804134 | 0.871932 | 0.836662 | 937 | 817 | 199 | 120 |
DATE | 0.825951 | 0.878567 | 0.851447 | 1,507 | 1,324 | 279 | 183 |
EVENT | 0.561151 | 0.545455 | 0.553191 | 143 | 78 | 61 | 65 |
FAC | 0.477941 | 0.565217 | 0.517928 | 115 | 65 | 71 | 50 |
GPE | 0.938365 | 0.926367 | 0.932327 | 2,268 | 2,101 | 138 | 167 |
LANGUAGE | 0.584906 | 0.939394 | 0.72093 | 33 | 31 | 22 | 2 |
LAW | 0.525 | 0.525 | 0.525 | 40 | 21 | 19 | 19 |
LOC | 0.620087 | 0.696078 | 0.655889 | 204 | 142 | 87 | 62 |
MONEY | 0.908088 | 0.911439 | 0.909761 | 271 | 247 | 25 | 24 |
NORP | 0.867731 | 0.898465 | 0.882831 | 847 | 761 | 116 | 86 |
ORDINAL | 0.834711 | 0.87069 | 0.852321 | 232 | 202 | 40 | 30 |
ORG | 0.860328 | 0.754023 | 0.803675 | 1,740 | 1,312 | 213 | 428 |
PERCENT | 0.896552 | 0.881356 | 0.888889 | 177 | 156 | 18 | 21 |
PERSON | 0.927383 | 0.910396 | 0.918811 | 2,020 | 1,839 | 144 | 181 |
PRODUCT | 0.577465 | 0.569444 | 0.573427 | 72 | 41 | 30 | 31 |
QUANTITY | 0.80198 | 0.81 | 0.80597 | 100 | 81 | 20 | 19 |
TIME | 0.707113 | 0.78972 | 0.746137 | 214 | 169 | 70 | 45 |
WORK_OF_ART | 0.431818 | 0.401408 | 0.416058 | 142 | 57 | 75 | 85 |
CARDINAL | 0.827756 | 0.897545 | 0.861239 | 937 | 841 | 175 | 96 |
DATE | 0.865876 | 0.921035 | 0.892605 | 1,507 | 1,388 | 215 | 119 |
EVENT | 0.604317 | 0.587413 | 0.595745 | 143 | 84 | 55 | 59 |
FAC | 0.507353 | 0.6 | 0.549801 | 115 | 69 | 67 | 46 |
GPE | 0.947745 | 0.935626 | 0.941646 | 2,268 | 2,122 | 117 | 146 |
LANGUAGE | 0.584906 | 0.939394 | 0.72093 | 33 | 31 | 22 | 2 |
LAW | 0.575 | 0.575 | 0.575 | 40 | 23 | 17 | 17 |
LOC | 0.637555 | 0.715686 | 0.674365 | 204 | 146 | 83 | 58 |
MONEY | 0.959559 | 0.9631 | 0.961326 | 271 | 261 | 11 | 10 |
NORP | 0.871152 | 0.902007 | 0.886311 | 847 | 764 | 113 | 83 |
ORDINAL | 0.834711 | 0.87069 | 0.852321 | 232 | 202 | 40 | 30 |
ORG | 0.885902 | 0.776437 | 0.827565 | 1,740 | 1,351 | 174 | 389 |
PERCENT | 0.91954 | 0.903955 | 0.911681 | 177 | 160 | 14 | 17 |
PERSON | 0.935956 | 0.918812 | 0.927305 | 2,020 | 1,856 | 127 | 164 |
PRODUCT | 0.605634 | 0.597222 | 0.601399 | 72 | 43 | 28 | 29 |
QUANTITY | 0.930693 | 0.94 | 0.935323 | 100 | 94 | 7 | 6 |
TIME | 0.769874 | 0.859813 | 0.812362 | 214 | 184 | 55 | 30 |
WORK_OF_ART | 0.537879 | 0.5 | 0.518248 | 142 | 71 | 61 | 71 |
CARDINAL | 0.804134 | 0.871932 | 0.836662 | 937 | 817 | 199 | 120 |
DATE | 0.825951 | 0.878567 | 0.851447 | 1,507 | 1,324 | 279 | 183 |
EVENT | 0.561151 | 0.545455 | 0.553191 | 143 | 78 | 61 | 65 |
FAC | 0.477941 | 0.565217 | 0.517928 | 115 | 65 | 71 | 50 |
GPE | 0.938365 | 0.926367 | 0.932327 | 2,268 | 2,101 | 138 | 167 |
LANGUAGE | 0.584906 | 0.939394 | 0.72093 | 33 | 31 | 22 | 2 |
LAW | 0.525 | 0.525 | 0.525 | 40 | 21 | 19 | 19 |
LOC | 0.620087 | 0.696078 | 0.655889 | 204 | 142 | 87 | 62 |
MONEY | 0.908088 | 0.911439 | 0.909761 | 271 | 247 | 25 | 24 |
NORP | 0.867731 | 0.898465 | 0.882831 | 847 | 761 | 116 | 86 |
ORDINAL | 0.834711 | 0.87069 | 0.852321 | 232 | 202 | 40 | 30 |
ORG | 0.860328 | 0.754023 | 0.803675 | 1,740 | 1,312 | 213 | 428 |
PERCENT | 0.896552 | 0.881356 | 0.888889 | 177 | 156 | 18 | 21 |
PERSON | 0.927383 | 0.910396 | 0.918811 | 2,020 | 1,839 | 144 | 181 |
PRODUCT | 0.577465 | 0.569444 | 0.573427 | 72 | 41 | 30 | 31 |
QUANTITY | 0.80198 | 0.81 | 0.80597 | 100 | 81 | 20 | 19 |
TIME | 0.707113 | 0.78972 | 0.746137 | 214 | 169 | 70 | 45 |
WORK_OF_ART | 0.431818 | 0.401408 | 0.416058 | 142 | 57 | 75 | 85 |
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