SecurePII-Bench
Collection
248 items • Updated
label stringclasses 44
values | precision float64 0 1 | recall float64 0 1 | f1 float64 0 1 | support int64 0 15.2k | tp int64 0 15.1k | fp int64 0 521 | fn int64 0 480 |
|---|---|---|---|---|---|---|---|
ACCOUNT_ID | 0.987587 | 0.99298 | 0.990276 | 1,282 | 1,273 | 16 | 9 |
ADDRESS | 0.98452 | 1 | 0.9922 | 318 | 318 | 5 | 0 |
AGE | 1 | 1 | 1 | 90 | 90 | 0 | 0 |
API_KEY | 1 | 1 | 1 | 209 | 209 | 0 | 0 |
BANK_ACCOUNT | 0.996377 | 1 | 0.998185 | 275 | 275 | 1 | 0 |
BIRTHDATE | 1 | 1 | 1 | 229 | 229 | 0 | 0 |
CARD_ISSUER | 1 | 1 | 1 | 474 | 474 | 0 | 0 |
CARD_NUMBER | 1 | 1 | 1 | 237 | 237 | 0 | 0 |
COORDINATE | 1 | 1 | 1 | 62 | 62 | 0 | 0 |
CVV | 0.990476 | 0.990476 | 0.990476 | 105 | 104 | 1 | 1 |
DATE | 1 | 0.999227 | 0.999613 | 1,293 | 1,292 | 0 | 1 |
EMAIL | 0.997413 | 1 | 0.998705 | 771 | 771 | 2 | 0 |
EMPLOYEE_ID | 0.996241 | 1 | 0.998117 | 265 | 265 | 1 | 0 |
ETHNICITY | 0.961538 | 1 | 0.980392 | 125 | 125 | 5 | 0 |
GENDER | 1 | 1 | 1 | 122 | 122 | 0 | 0 |
IBAN | 1 | 1 | 1 | 156 | 156 | 0 | 0 |
INSURANCE_ID | 1 | 0.920904 | 0.958824 | 177 | 163 | 0 | 14 |
IP | 0.96748 | 1 | 0.983471 | 119 | 119 | 4 | 0 |
JOB_TITLE | 0.964583 | 0.993562 | 0.978858 | 466 | 463 | 17 | 3 |
LICENSE | 1 | 0.975309 | 0.9875 | 81 | 79 | 0 | 2 |
LOCATION | 0.996269 | 0.993797 | 0.995031 | 806 | 801 | 3 | 5 |
MARITAL | 1 | 1 | 1 | 126 | 126 | 0 | 0 |
MEDICAL_INFO | 1 | 1 | 1 | 167 | 167 | 0 | 0 |
MONEY | 1 | 1 | 1 | 395 | 395 | 0 | 0 |
NATIONALITY | 1 | 0.976636 | 0.98818 | 214 | 209 | 0 | 5 |
NATIONAL_ID | 0.982609 | 1 | 0.991228 | 113 | 113 | 2 | 0 |
ORGANIZATION | 0.992766 | 0.996092 | 0.994426 | 1,791 | 1,784 | 13 | 7 |
PASSPORT | 0.980583 | 0.980583 | 0.980583 | 103 | 101 | 2 | 2 |
PASSWORD | 1 | 1 | 1 | 54 | 54 | 0 | 0 |
PERSON | 0.998643 | 0.999547 | 0.999095 | 2,208 | 2,207 | 3 | 1 |
PHONE | 1 | 1 | 1 | 495 | 495 | 0 | 0 |
PIN | 0.984375 | 1 | 0.992126 | 63 | 63 | 1 | 0 |
PLATE | 0.986239 | 1 | 0.993072 | 215 | 215 | 3 | 0 |
PREFIX | 0.945946 | 0.929204 | 0.9375 | 113 | 105 | 6 | 8 |
RELIGION | 1 | 1 | 1 | 112 | 112 | 0 | 0 |
SWIFT | 1 | 1 | 1 | 123 | 123 | 0 | 0 |
TICKET_ID | 0.98866 | 0.992754 | 0.990702 | 966 | 959 | 11 | 7 |
TIME | 0.9941 | 1 | 0.997041 | 337 | 337 | 2 | 0 |
TIN | 0.980392 | 1 | 0.990099 | 150 | 150 | 3 | 0 |
TRADE_UNION | 0.952941 | 1 | 0.975904 | 81 | 81 | 4 | 0 |
URL | 1 | 0.995506 | 0.997748 | 445 | 443 | 0 | 2 |
USERNAME | 1 | 0.95 | 0.974359 | 220 | 209 | 0 | 11 |
WALLET | 1 | 1 | 1 | 162 | 162 | 0 | 0 |
ZIP_CODE | 1 | 1 | 1 | 143 | 143 | 0 | 0 |
ACCOUNT_ID | 0.987587 | 0.99298 | 0.990276 | 1,282 | 1,273 | 16 | 9 |
ADDRESS | 0.98452 | 1 | 0.9922 | 318 | 318 | 5 | 0 |
AGE | 1 | 1 | 1 | 90 | 90 | 0 | 0 |
API_KEY | 1 | 1 | 1 | 209 | 209 | 0 | 0 |
BANK_ACCOUNT | 0.996377 | 1 | 0.998185 | 275 | 275 | 1 | 0 |
BIRTHDATE | 1 | 1 | 1 | 229 | 229 | 0 | 0 |
CARD_ISSUER | 0.981013 | 0.981013 | 0.981013 | 474 | 465 | 9 | 9 |
CARD_NUMBER | 1 | 1 | 1 | 237 | 237 | 0 | 0 |
COORDINATE | 1 | 1 | 1 | 62 | 62 | 0 | 0 |
CVV | 0.990476 | 0.990476 | 0.990476 | 105 | 104 | 1 | 1 |
DATE | 0.999226 | 0.998453 | 0.998839 | 1,293 | 1,291 | 1 | 2 |
EMAIL | 0.994825 | 0.997406 | 0.996114 | 771 | 769 | 4 | 2 |
EMPLOYEE_ID | 0.996241 | 1 | 0.998117 | 265 | 265 | 1 | 0 |
ETHNICITY | 0.961538 | 1 | 0.980392 | 125 | 125 | 5 | 0 |
GENDER | 1 | 1 | 1 | 122 | 122 | 0 | 0 |
IBAN | 1 | 1 | 1 | 156 | 156 | 0 | 0 |
INSURANCE_ID | 1 | 0.920904 | 0.958824 | 177 | 163 | 0 | 14 |
IP | 0.96748 | 1 | 0.983471 | 119 | 119 | 4 | 0 |
JOB_TITLE | 0.958333 | 0.987124 | 0.972516 | 466 | 460 | 20 | 6 |
LICENSE | 1 | 0.975309 | 0.9875 | 81 | 79 | 0 | 2 |
LOCATION | 0.985075 | 0.98263 | 0.983851 | 806 | 792 | 12 | 14 |
MARITAL | 1 | 1 | 1 | 126 | 126 | 0 | 0 |
MEDICAL_INFO | 1 | 1 | 1 | 167 | 167 | 0 | 0 |
MONEY | 1 | 1 | 1 | 395 | 395 | 0 | 0 |
NATIONALITY | 1 | 0.976636 | 0.98818 | 214 | 209 | 0 | 5 |
NATIONAL_ID | 0.982609 | 1 | 0.991228 | 113 | 113 | 2 | 0 |
ORGANIZATION | 0.984418 | 0.987716 | 0.986065 | 1,791 | 1,769 | 28 | 22 |
PASSPORT | 0.970874 | 0.970874 | 0.970874 | 103 | 100 | 3 | 3 |
PASSWORD | 1 | 1 | 1 | 54 | 54 | 0 | 0 |
PERSON | 0.998643 | 0.999547 | 0.999095 | 2,208 | 2,207 | 3 | 1 |
PHONE | 1 | 1 | 1 | 495 | 495 | 0 | 0 |
PIN | 0.984375 | 1 | 0.992126 | 63 | 63 | 1 | 0 |
PLATE | 0.986239 | 1 | 0.993072 | 215 | 215 | 3 | 0 |
PREFIX | 0.918919 | 0.902655 | 0.910714 | 113 | 102 | 9 | 11 |
RELIGION | 1 | 1 | 1 | 112 | 112 | 0 | 0 |
SWIFT | 1 | 1 | 1 | 123 | 123 | 0 | 0 |
TICKET_ID | 0.98866 | 0.992754 | 0.990702 | 966 | 959 | 11 | 7 |
TIME | 0.988201 | 0.994065 | 0.991124 | 337 | 335 | 4 | 2 |
TIN | 0.980392 | 1 | 0.990099 | 150 | 150 | 3 | 0 |
TRADE_UNION | 0.894118 | 0.938272 | 0.915663 | 81 | 76 | 9 | 5 |
URL | 0.997743 | 0.993258 | 0.995495 | 445 | 442 | 1 | 3 |
USERNAME | 1 | 0.95 | 0.974359 | 220 | 209 | 0 | 11 |
WALLET | 1 | 1 | 1 | 162 | 162 | 0 | 0 |
ZIP_CODE | 1 | 1 | 1 | 143 | 143 | 0 | 0 |
ACCOUNT_ID | 0.829545 | 0.752577 | 0.789189 | 97 | 73 | 15 | 24 |
ADDRESS | 0.915423 | 0.936387 | 0.925786 | 393 | 368 | 34 | 25 |
AGE | 0.941489 | 0.889447 | 0.914729 | 199 | 177 | 11 | 22 |
API_KEY | 0.5 | 0.166667 | 0.25 | 6 | 1 | 1 | 5 |
BANK_ACCOUNT | 0.943396 | 0.833333 | 0.884956 | 60 | 50 | 3 | 10 |
BIRTHDATE | 0.992958 | 0.965753 | 0.979167 | 146 | 141 | 1 | 5 |
CARD_ISSUER | 0.914894 | 0.914894 | 0.914894 | 141 | 129 | 12 | 12 |
CARD_NUMBER | 0.838095 | 0.916667 | 0.875622 | 96 | 88 | 17 | 8 |
COORDINATE | 0.971963 | 0.990476 | 0.981132 | 315 | 312 | 9 | 3 |
CVV | 0.918919 | 0.944444 | 0.931507 | 72 | 68 | 6 | 4 |
DATE | 0.959 | 0.982793 | 0.970751 | 2,499 | 2,456 | 105 | 43 |
EMAIL | 0.996725 | 0.994553 | 0.995638 | 918 | 913 | 3 | 5 |
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