SecurePII-Bench
Collection
248 items • Updated
label string | precision float64 | recall float64 | f1 float64 | support int64 | tp int64 | fp int64 | fn int64 |
|---|---|---|---|---|---|---|---|
ACCOUNT_ID | 0.987573 | 0.996313 | 0.991924 | 1,356 | 1,351 | 17 | 5 |
ADDRESS | 0.99711 | 1 | 0.998553 | 345 | 345 | 1 | 0 |
AGE | 1 | 1 | 1 | 116 | 116 | 0 | 0 |
API_KEY | 1 | 1 | 1 | 214 | 214 | 0 | 0 |
BANK_ACCOUNT | 0.996552 | 0.986348 | 0.991424 | 293 | 289 | 1 | 4 |
BIRTHDATE | 0.984674 | 1 | 0.992278 | 257 | 257 | 4 | 0 |
CARD_ISSUER | 0.983133 | 0.990291 | 0.986699 | 412 | 408 | 7 | 4 |
CARD_NUMBER | 1 | 1 | 1 | 236 | 236 | 0 | 0 |
COORDINATE | 1 | 0.986842 | 0.993377 | 76 | 75 | 0 | 1 |
CVV | 1 | 1 | 1 | 137 | 137 | 0 | 0 |
DATE | 0.999244 | 0.994733 | 0.996983 | 1,329 | 1,322 | 1 | 7 |
EMAIL | 1 | 1 | 1 | 811 | 811 | 0 | 0 |
EMPLOYEE_ID | 1 | 0.992933 | 0.996454 | 283 | 281 | 0 | 2 |
ETHNICITY | 1 | 1 | 1 | 112 | 112 | 0 | 0 |
GENDER | 1 | 1 | 1 | 111 | 111 | 0 | 0 |
IBAN | 1 | 1 | 1 | 195 | 195 | 0 | 0 |
INSURANCE_ID | 1 | 0.955414 | 0.977199 | 157 | 150 | 0 | 7 |
IP | 0.992126 | 1 | 0.996047 | 126 | 126 | 1 | 0 |
JOB_TITLE | 0.962343 | 0.978723 | 0.970464 | 470 | 460 | 18 | 10 |
LICENSE | 1 | 0.945652 | 0.972067 | 92 | 87 | 0 | 5 |
LOCATION | 0.992036 | 0.993166 | 0.992601 | 878 | 872 | 7 | 6 |
MARITAL | 1 | 1 | 1 | 120 | 120 | 0 | 0 |
MEDICAL_INFO | 0.994475 | 0.983607 | 0.989011 | 183 | 180 | 1 | 3 |
MONEY | 1 | 1 | 1 | 436 | 436 | 0 | 0 |
NATIONALITY | 1 | 1 | 1 | 228 | 228 | 0 | 0 |
NATIONAL_ID | 0.971014 | 1 | 0.985294 | 134 | 134 | 4 | 0 |
ORGANIZATION | 0.985971 | 0.993778 | 0.989859 | 1,768 | 1,757 | 25 | 11 |
PASSPORT | 1 | 1 | 1 | 101 | 101 | 0 | 0 |
PASSWORD | 1 | 1 | 1 | 78 | 78 | 0 | 0 |
PERSON | 0.998667 | 0.987698 | 0.993152 | 2,276 | 2,248 | 3 | 28 |
PHONE | 0.998039 | 1 | 0.999019 | 509 | 509 | 1 | 0 |
PIN | 1 | 1 | 1 | 74 | 74 | 0 | 0 |
PLATE | 0.995745 | 1 | 0.997868 | 234 | 234 | 1 | 0 |
PREFIX | 0.87234 | 0.640625 | 0.738739 | 128 | 82 | 12 | 46 |
RELIGION | 1 | 1 | 1 | 111 | 111 | 0 | 0 |
SWIFT | 1 | 0.887324 | 0.940299 | 142 | 126 | 0 | 16 |
TICKET_ID | 0.998158 | 0.99724 | 0.997699 | 1,087 | 1,084 | 2 | 3 |
TIME | 0.995261 | 0.997625 | 0.996441 | 421 | 420 | 2 | 1 |
TIN | 0.987342 | 1 | 0.993631 | 156 | 156 | 2 | 0 |
TRADE_UNION | 1 | 1 | 1 | 79 | 79 | 0 | 0 |
URL | 0.994169 | 0.994169 | 0.994169 | 343 | 341 | 2 | 2 |
USERNAME | 0.995536 | 0.991111 | 0.993318 | 225 | 223 | 1 | 2 |
WALLET | 1 | 1 | 1 | 170 | 170 | 0 | 0 |
ZIP_CODE | 0.987179 | 1 | 0.993548 | 154 | 154 | 2 | 0 |
ACCOUNT_ID | 0.986842 | 0.995575 | 0.991189 | 1,356 | 1,350 | 18 | 6 |
ADDRESS | 0.991329 | 0.994203 | 0.992764 | 345 | 343 | 3 | 2 |
AGE | 1 | 1 | 1 | 116 | 116 | 0 | 0 |
API_KEY | 1 | 1 | 1 | 214 | 214 | 0 | 0 |
BANK_ACCOUNT | 0.996552 | 0.986348 | 0.991424 | 293 | 289 | 1 | 4 |
BIRTHDATE | 0.984674 | 1 | 0.992278 | 257 | 257 | 4 | 0 |
CARD_ISSUER | 0.983133 | 0.990291 | 0.986699 | 412 | 408 | 7 | 4 |
CARD_NUMBER | 1 | 1 | 1 | 236 | 236 | 0 | 0 |
COORDINATE | 1 | 0.986842 | 0.993377 | 76 | 75 | 0 | 1 |
CVV | 1 | 1 | 1 | 137 | 137 | 0 | 0 |
DATE | 0.999244 | 0.994733 | 0.996983 | 1,329 | 1,322 | 1 | 7 |
EMAIL | 1 | 1 | 1 | 811 | 811 | 0 | 0 |
EMPLOYEE_ID | 1 | 0.992933 | 0.996454 | 283 | 281 | 0 | 2 |
ETHNICITY | 1 | 1 | 1 | 112 | 112 | 0 | 0 |
GENDER | 1 | 1 | 1 | 111 | 111 | 0 | 0 |
IBAN | 1 | 1 | 1 | 195 | 195 | 0 | 0 |
INSURANCE_ID | 1 | 0.955414 | 0.977199 | 157 | 150 | 0 | 7 |
IP | 0.992126 | 1 | 0.996047 | 126 | 126 | 1 | 0 |
JOB_TITLE | 0.960251 | 0.976596 | 0.968354 | 470 | 459 | 19 | 11 |
LICENSE | 1 | 0.945652 | 0.972067 | 92 | 87 | 0 | 5 |
LOCATION | 0.98066 | 0.981777 | 0.981218 | 878 | 862 | 17 | 16 |
MARITAL | 1 | 1 | 1 | 120 | 120 | 0 | 0 |
MEDICAL_INFO | 0.977901 | 0.967213 | 0.972527 | 183 | 177 | 4 | 6 |
MONEY | 1 | 1 | 1 | 436 | 436 | 0 | 0 |
NATIONALITY | 1 | 1 | 1 | 228 | 228 | 0 | 0 |
NATIONAL_ID | 0.971014 | 1 | 0.985294 | 134 | 134 | 4 | 0 |
ORGANIZATION | 0.980359 | 0.988122 | 0.984225 | 1,768 | 1,747 | 35 | 21 |
PASSPORT | 1 | 1 | 1 | 101 | 101 | 0 | 0 |
PASSWORD | 1 | 1 | 1 | 78 | 78 | 0 | 0 |
PERSON | 0.986228 | 0.975395 | 0.980782 | 2,276 | 2,220 | 31 | 56 |
PHONE | 0.998039 | 1 | 0.999019 | 509 | 509 | 1 | 0 |
PIN | 1 | 1 | 1 | 74 | 74 | 0 | 0 |
PLATE | 0.995745 | 1 | 0.997868 | 234 | 234 | 1 | 0 |
PREFIX | 0.861702 | 0.632813 | 0.72973 | 128 | 81 | 13 | 47 |
RELIGION | 1 | 1 | 1 | 111 | 111 | 0 | 0 |
SWIFT | 1 | 0.887324 | 0.940299 | 142 | 126 | 0 | 16 |
TICKET_ID | 0.996317 | 0.9954 | 0.995858 | 1,087 | 1,082 | 4 | 5 |
TIME | 0.969194 | 0.971496 | 0.970344 | 421 | 409 | 13 | 12 |
TIN | 0.987342 | 1 | 0.993631 | 156 | 156 | 2 | 0 |
TRADE_UNION | 1 | 1 | 1 | 79 | 79 | 0 | 0 |
URL | 0.994169 | 0.994169 | 0.994169 | 343 | 341 | 2 | 2 |
USERNAME | 0.995536 | 0.991111 | 0.993318 | 225 | 223 | 1 | 2 |
WALLET | 1 | 1 | 1 | 170 | 170 | 0 | 0 |
ZIP_CODE | 0.987179 | 1 | 0.993548 | 154 | 154 | 2 | 0 |
ACCOUNT_ID | 0.954712 | 0.952381 | 0.953545 | 819 | 780 | 37 | 39 |
ADDRESS | 0.970335 | 0.959319 | 0.964795 | 1,057 | 1,014 | 31 | 43 |
AGE | 0.950226 | 0.985915 | 0.967742 | 213 | 210 | 11 | 3 |
API_KEY | 0.991525 | 1 | 0.995745 | 117 | 117 | 1 | 0 |
BANK_ACCOUNT | 0.984581 | 0.969631 | 0.977049 | 461 | 447 | 7 | 14 |
BIRTHDATE | 0.946721 | 0.991416 | 0.968553 | 233 | 231 | 13 | 2 |
CARD_ISSUER | 0.965591 | 0.982495 | 0.97397 | 457 | 449 | 16 | 8 |
CARD_NUMBER | 0.952663 | 0.947059 | 0.949853 | 170 | 161 | 8 | 9 |
COORDINATE | 0.977667 | 0.97284 | 0.975248 | 405 | 394 | 9 | 11 |
CVV | 0.946237 | 0.888889 | 0.916667 | 99 | 88 | 5 | 11 |
DATE | 0.969816 | 0.987579 | 0.978617 | 4,750 | 4,691 | 146 | 59 |
EMAIL | 0.996292 | 0.992611 | 0.994448 | 1,624 | 1,612 | 6 | 12 |
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