SecurePII-Bench
Collection
247 items • Updated
label stringclasses 44
values | precision float64 0.84 1 | recall float64 0.67 1 | f1 float64 0.77 1 | support int64 56 15k | tp int64 55 14.9k | fp int64 0 765 | fn int64 0 403 |
|---|---|---|---|---|---|---|---|
ACCOUNT_ID | 0.991311 | 0.989877 | 0.990593 | 1,383 | 1,369 | 12 | 14 |
ADDRESS | 1 | 0.997245 | 0.998621 | 363 | 362 | 0 | 1 |
AGE | 1 | 1 | 1 | 110 | 110 | 0 | 0 |
API_KEY | 1 | 0.985782 | 0.99284 | 211 | 208 | 0 | 3 |
BANK_ACCOUNT | 0.993151 | 0.97973 | 0.986395 | 296 | 290 | 2 | 6 |
BIRTHDATE | 0.98419 | 1 | 0.992032 | 249 | 249 | 4 | 0 |
CARD_ISSUER | 0.97284 | 1 | 0.986233 | 394 | 394 | 11 | 0 |
CARD_NUMBER | 1 | 1 | 1 | 202 | 202 | 0 | 0 |
COORDINATE | 1 | 1 | 1 | 57 | 57 | 0 | 0 |
CVV | 1 | 0.971429 | 0.985507 | 105 | 102 | 0 | 3 |
DATE | 0.998504 | 0.990356 | 0.994413 | 1,348 | 1,335 | 2 | 13 |
EMAIL | 1 | 1 | 1 | 889 | 889 | 0 | 0 |
EMPLOYEE_ID | 0.984556 | 1 | 0.992218 | 255 | 255 | 4 | 0 |
ETHNICITY | 1 | 1 | 1 | 97 | 97 | 0 | 0 |
GENDER | 1 | 0.990566 | 0.995261 | 106 | 105 | 0 | 1 |
IBAN | 1 | 1 | 1 | 179 | 179 | 0 | 0 |
INSURANCE_ID | 0.951049 | 0.957746 | 0.954386 | 142 | 136 | 7 | 6 |
IP | 0.992126 | 1 | 0.996047 | 126 | 126 | 1 | 0 |
JOB_TITLE | 0.948864 | 0.978516 | 0.963462 | 512 | 501 | 27 | 11 |
LICENSE | 0.988506 | 0.977273 | 0.982857 | 88 | 86 | 1 | 2 |
LOCATION | 0.989842 | 0.996591 | 0.993205 | 880 | 877 | 9 | 3 |
MARITAL | 1 | 1 | 1 | 122 | 122 | 0 | 0 |
MEDICAL_INFO | 0.963415 | 0.9875 | 0.975309 | 160 | 158 | 6 | 2 |
MONEY | 1 | 1 | 1 | 428 | 428 | 0 | 0 |
NATIONALITY | 1 | 1 | 1 | 260 | 260 | 0 | 0 |
NATIONAL_ID | 1 | 0.976923 | 0.988327 | 130 | 127 | 0 | 3 |
ORGANIZATION | 0.987348 | 0.99153 | 0.989435 | 1,889 | 1,873 | 24 | 16 |
PASSPORT | 1 | 1 | 1 | 105 | 105 | 0 | 0 |
PASSWORD | 1 | 1 | 1 | 81 | 81 | 0 | 0 |
PERSON | 0.998209 | 0.984976 | 0.991548 | 2,263 | 2,229 | 4 | 34 |
PHONE | 1 | 1 | 1 | 481 | 481 | 0 | 0 |
PIN | 0.923077 | 1 | 0.96 | 72 | 72 | 6 | 0 |
PLATE | 1 | 1 | 1 | 236 | 236 | 0 | 0 |
PREFIX | 0.910891 | 0.671533 | 0.773109 | 137 | 92 | 9 | 45 |
RELIGION | 0.989691 | 1 | 0.994819 | 96 | 96 | 1 | 0 |
SWIFT | 0.992188 | 0.927007 | 0.958491 | 137 | 127 | 1 | 10 |
TICKET_ID | 0.994146 | 0.997065 | 0.995603 | 1,022 | 1,019 | 6 | 3 |
TIME | 0.994885 | 1 | 0.997436 | 389 | 389 | 2 | 0 |
TIN | 0.994118 | 1 | 0.99705 | 169 | 169 | 1 | 0 |
TRADE_UNION | 1 | 0.985075 | 0.992481 | 67 | 66 | 0 | 1 |
URL | 0.992424 | 1 | 0.996198 | 393 | 393 | 3 | 0 |
USERNAME | 0.990698 | 1 | 0.995327 | 213 | 213 | 2 | 0 |
WALLET | 0.982759 | 1 | 0.991304 | 171 | 171 | 3 | 0 |
ZIP_CODE | 0.989189 | 1 | 0.994565 | 183 | 183 | 2 | 0 |
ACCOUNT_ID | 0.991311 | 0.989877 | 0.990593 | 1,383 | 1,369 | 12 | 14 |
ADDRESS | 0.991713 | 0.988981 | 0.990345 | 363 | 359 | 3 | 4 |
AGE | 0.981818 | 0.981818 | 0.981818 | 110 | 108 | 2 | 2 |
API_KEY | 1 | 0.985782 | 0.99284 | 211 | 208 | 0 | 3 |
BANK_ACCOUNT | 0.993151 | 0.97973 | 0.986395 | 296 | 290 | 2 | 6 |
BIRTHDATE | 0.98419 | 1 | 0.992032 | 249 | 249 | 4 | 0 |
CARD_ISSUER | 0.97284 | 1 | 0.986233 | 394 | 394 | 11 | 0 |
CARD_NUMBER | 1 | 1 | 1 | 202 | 202 | 0 | 0 |
COORDINATE | 1 | 1 | 1 | 57 | 57 | 0 | 0 |
CVV | 1 | 0.971429 | 0.985507 | 105 | 102 | 0 | 3 |
DATE | 0.998504 | 0.990356 | 0.994413 | 1,348 | 1,335 | 2 | 13 |
EMAIL | 0.99775 | 0.99775 | 0.99775 | 889 | 887 | 2 | 2 |
EMPLOYEE_ID | 0.984556 | 1 | 0.992218 | 255 | 255 | 4 | 0 |
ETHNICITY | 1 | 1 | 1 | 97 | 97 | 0 | 0 |
GENDER | 1 | 0.990566 | 0.995261 | 106 | 105 | 0 | 1 |
IBAN | 1 | 1 | 1 | 179 | 179 | 0 | 0 |
INSURANCE_ID | 0.951049 | 0.957746 | 0.954386 | 142 | 136 | 7 | 6 |
IP | 0.992126 | 1 | 0.996047 | 126 | 126 | 1 | 0 |
JOB_TITLE | 0.9375 | 0.966797 | 0.951923 | 512 | 495 | 33 | 17 |
LICENSE | 0.988506 | 0.977273 | 0.982857 | 88 | 86 | 1 | 2 |
LOCATION | 0.989842 | 0.996591 | 0.993205 | 880 | 877 | 9 | 3 |
MARITAL | 1 | 1 | 1 | 122 | 122 | 0 | 0 |
MEDICAL_INFO | 0.957317 | 0.98125 | 0.969136 | 160 | 157 | 7 | 3 |
MONEY | 0.995327 | 0.995327 | 0.995327 | 428 | 426 | 2 | 2 |
NATIONALITY | 1 | 1 | 1 | 260 | 260 | 0 | 0 |
NATIONAL_ID | 1 | 0.976923 | 0.988327 | 130 | 127 | 0 | 3 |
ORGANIZATION | 0.982077 | 0.986236 | 0.984152 | 1,889 | 1,863 | 34 | 26 |
PASSPORT | 1 | 1 | 1 | 105 | 105 | 0 | 0 |
PASSWORD | 1 | 1 | 1 | 81 | 81 | 0 | 0 |
PERSON | 0.9897 | 0.97658 | 0.983096 | 2,263 | 2,210 | 23 | 53 |
PHONE | 1 | 1 | 1 | 481 | 481 | 0 | 0 |
PIN | 0.923077 | 1 | 0.96 | 72 | 72 | 6 | 0 |
PLATE | 1 | 1 | 1 | 236 | 236 | 0 | 0 |
PREFIX | 0.910891 | 0.671533 | 0.773109 | 137 | 92 | 9 | 45 |
RELIGION | 0.969072 | 0.979167 | 0.974093 | 96 | 94 | 3 | 2 |
SWIFT | 0.992188 | 0.927007 | 0.958491 | 137 | 127 | 1 | 10 |
TICKET_ID | 0.992195 | 0.995108 | 0.993649 | 1,022 | 1,017 | 8 | 5 |
TIME | 0.951407 | 0.956298 | 0.953846 | 389 | 372 | 19 | 17 |
TIN | 0.994118 | 1 | 0.99705 | 169 | 169 | 1 | 0 |
TRADE_UNION | 1 | 0.985075 | 0.992481 | 67 | 66 | 0 | 1 |
URL | 0.989899 | 0.997455 | 0.993663 | 393 | 392 | 4 | 1 |
USERNAME | 0.990698 | 1 | 0.995327 | 213 | 213 | 2 | 0 |
WALLET | 0.982759 | 1 | 0.991304 | 171 | 171 | 3 | 0 |
ZIP_CODE | 0.989189 | 1 | 0.994565 | 183 | 183 | 2 | 0 |
ACCOUNT_ID | 0.945349 | 0.948658 | 0.947001 | 857 | 813 | 47 | 44 |
ADDRESS | 0.954721 | 0.958414 | 0.956564 | 1,034 | 991 | 47 | 43 |
AGE | 0.969697 | 0.969697 | 0.969697 | 231 | 224 | 7 | 7 |
API_KEY | 1 | 1 | 1 | 146 | 146 | 0 | 0 |
BANK_ACCOUNT | 0.982456 | 0.976035 | 0.979235 | 459 | 448 | 8 | 11 |
BIRTHDATE | 0.97479 | 0.991453 | 0.983051 | 234 | 232 | 6 | 2 |
CARD_ISSUER | 0.969977 | 0.981308 | 0.97561 | 428 | 420 | 13 | 8 |
CARD_NUMBER | 0.952663 | 0.964072 | 0.958333 | 167 | 161 | 8 | 6 |
COORDINATE | 0.990588 | 0.97907 | 0.984795 | 430 | 421 | 4 | 9 |
CVV | 0.925234 | 0.831933 | 0.876106 | 119 | 99 | 8 | 20 |
DATE | 0.978022 | 0.990794 | 0.984367 | 4,671 | 4,628 | 104 | 43 |
EMAIL | 0.997356 | 0.994726 | 0.99604 | 1,517 | 1,509 | 4 | 8 |
No dataset card yet