SecurePII-Bench
Collection
248 items • Updated
label stringclasses 44
values | precision float64 0.84 1 | recall float64 0.69 1 | f1 float64 0.79 1 | support int64 52 14.5k | tp int64 52 14.3k | fp int64 0 763 | fn int64 0 460 |
|---|---|---|---|---|---|---|---|
ACCOUNT_ID | 0.991501 | 0.991501 | 0.991501 | 1,412 | 1,400 | 12 | 12 |
ADDRESS | 0.996979 | 0.993976 | 0.995475 | 332 | 330 | 1 | 2 |
AGE | 1 | 1 | 1 | 109 | 109 | 0 | 0 |
API_KEY | 1 | 1 | 1 | 191 | 191 | 0 | 0 |
BANK_ACCOUNT | 0.987705 | 0.995868 | 0.99177 | 242 | 241 | 3 | 1 |
BIRTHDATE | 0.98227 | 1 | 0.991055 | 277 | 277 | 5 | 0 |
CARD_ISSUER | 0.977612 | 0.997462 | 0.987437 | 394 | 393 | 9 | 1 |
CARD_NUMBER | 1 | 1 | 1 | 188 | 188 | 0 | 0 |
COORDINATE | 1 | 1 | 1 | 52 | 52 | 0 | 0 |
CVV | 1 | 0.989011 | 0.994475 | 91 | 90 | 0 | 1 |
DATE | 0.999198 | 0.992829 | 0.996003 | 1,255 | 1,246 | 1 | 9 |
EMAIL | 1 | 1 | 1 | 799 | 799 | 0 | 0 |
EMPLOYEE_ID | 0.99262 | 1 | 0.996296 | 269 | 269 | 2 | 0 |
ETHNICITY | 1 | 0.990476 | 0.995215 | 105 | 104 | 0 | 1 |
GENDER | 1 | 1 | 1 | 119 | 119 | 0 | 0 |
IBAN | 1 | 1 | 1 | 164 | 164 | 0 | 0 |
INSURANCE_ID | 1 | 0.97973 | 0.989761 | 148 | 145 | 0 | 3 |
IP | 0.991379 | 1 | 0.995671 | 115 | 115 | 1 | 0 |
JOB_TITLE | 0.972632 | 0.985075 | 0.978814 | 469 | 462 | 13 | 7 |
LICENSE | 0.976744 | 0.965517 | 0.971098 | 87 | 84 | 2 | 3 |
LOCATION | 0.990431 | 0.993998 | 0.992211 | 833 | 828 | 8 | 5 |
MARITAL | 0.992063 | 1 | 0.996016 | 125 | 125 | 1 | 0 |
MEDICAL_INFO | 0.977273 | 0.988506 | 0.982857 | 174 | 172 | 4 | 2 |
MONEY | 1 | 1 | 1 | 401 | 401 | 0 | 0 |
NATIONALITY | 1 | 1 | 1 | 236 | 236 | 0 | 0 |
NATIONAL_ID | 0.992593 | 0.978102 | 0.985294 | 137 | 134 | 1 | 3 |
ORGANIZATION | 0.996635 | 0.992183 | 0.994404 | 1,791 | 1,777 | 6 | 14 |
PASSPORT | 0.983871 | 1 | 0.99187 | 122 | 122 | 2 | 0 |
PASSWORD | 1 | 1 | 1 | 93 | 93 | 0 | 0 |
PERSON | 0.998141 | 0.98804 | 0.993065 | 2,174 | 2,148 | 4 | 26 |
PHONE | 1 | 1 | 1 | 470 | 470 | 0 | 0 |
PIN | 0.967213 | 1 | 0.983333 | 59 | 59 | 2 | 0 |
PLATE | 1 | 1 | 1 | 222 | 222 | 0 | 0 |
PREFIX | 0.927083 | 0.700787 | 0.798206 | 127 | 89 | 7 | 38 |
RELIGION | 1 | 1 | 1 | 109 | 109 | 0 | 0 |
SWIFT | 1 | 0.928 | 0.962656 | 125 | 116 | 0 | 9 |
TICKET_ID | 0.997921 | 0.993789 | 0.995851 | 966 | 960 | 2 | 6 |
TIME | 0.99734 | 0.99734 | 0.99734 | 376 | 375 | 1 | 1 |
TIN | 1 | 1 | 1 | 181 | 181 | 0 | 0 |
TRADE_UNION | 0.974684 | 1 | 0.987179 | 77 | 77 | 2 | 0 |
URL | 0.996845 | 1 | 0.99842 | 316 | 316 | 1 | 0 |
USERNAME | 1 | 0.990476 | 0.995215 | 210 | 208 | 0 | 2 |
WALLET | 1 | 1 | 1 | 155 | 155 | 0 | 0 |
ZIP_CODE | 0.988095 | 1 | 0.994012 | 166 | 166 | 2 | 0 |
ACCOUNT_ID | 0.990085 | 0.990085 | 0.990085 | 1,412 | 1,398 | 14 | 14 |
ADDRESS | 0.996979 | 0.993976 | 0.995475 | 332 | 330 | 1 | 2 |
AGE | 0.981651 | 0.981651 | 0.981651 | 109 | 107 | 2 | 2 |
API_KEY | 1 | 1 | 1 | 191 | 191 | 0 | 0 |
BANK_ACCOUNT | 0.987705 | 0.995868 | 0.99177 | 242 | 241 | 3 | 1 |
BIRTHDATE | 0.98227 | 1 | 0.991055 | 277 | 277 | 5 | 0 |
CARD_ISSUER | 0.977612 | 0.997462 | 0.987437 | 394 | 393 | 9 | 1 |
CARD_NUMBER | 1 | 1 | 1 | 188 | 188 | 0 | 0 |
COORDINATE | 1 | 1 | 1 | 52 | 52 | 0 | 0 |
CVV | 1 | 0.989011 | 0.994475 | 91 | 90 | 0 | 1 |
DATE | 0.998396 | 0.992032 | 0.995204 | 1,255 | 1,245 | 2 | 10 |
EMAIL | 0.997497 | 0.997497 | 0.997497 | 799 | 797 | 2 | 2 |
EMPLOYEE_ID | 0.99262 | 1 | 0.996296 | 269 | 269 | 2 | 0 |
ETHNICITY | 0.990385 | 0.980952 | 0.985646 | 105 | 103 | 1 | 2 |
GENDER | 1 | 1 | 1 | 119 | 119 | 0 | 0 |
IBAN | 1 | 1 | 1 | 164 | 164 | 0 | 0 |
INSURANCE_ID | 1 | 0.97973 | 0.989761 | 148 | 145 | 0 | 3 |
IP | 0.991379 | 1 | 0.995671 | 115 | 115 | 1 | 0 |
JOB_TITLE | 0.964211 | 0.976546 | 0.970339 | 469 | 458 | 17 | 11 |
LICENSE | 0.976744 | 0.965517 | 0.971098 | 87 | 84 | 2 | 3 |
LOCATION | 0.990431 | 0.993998 | 0.992211 | 833 | 828 | 8 | 5 |
MARITAL | 0.992063 | 1 | 0.996016 | 125 | 125 | 1 | 0 |
MEDICAL_INFO | 0.977273 | 0.988506 | 0.982857 | 174 | 172 | 4 | 2 |
MONEY | 0.995012 | 0.995012 | 0.995012 | 401 | 399 | 2 | 2 |
NATIONALITY | 0.995763 | 0.995763 | 0.995763 | 236 | 235 | 1 | 1 |
NATIONAL_ID | 0.992593 | 0.978102 | 0.985294 | 137 | 134 | 1 | 3 |
ORGANIZATION | 0.993831 | 0.989391 | 0.991606 | 1,791 | 1,772 | 11 | 19 |
PASSPORT | 0.983871 | 1 | 0.99187 | 122 | 122 | 2 | 0 |
PASSWORD | 1 | 1 | 1 | 93 | 93 | 0 | 0 |
PERSON | 0.988383 | 0.978381 | 0.983356 | 2,174 | 2,127 | 25 | 47 |
PHONE | 1 | 1 | 1 | 470 | 470 | 0 | 0 |
PIN | 0.967213 | 1 | 0.983333 | 59 | 59 | 2 | 0 |
PLATE | 1 | 1 | 1 | 222 | 222 | 0 | 0 |
PREFIX | 0.916667 | 0.692913 | 0.789238 | 127 | 88 | 8 | 39 |
RELIGION | 0.990826 | 0.990826 | 0.990826 | 109 | 108 | 1 | 1 |
SWIFT | 1 | 0.928 | 0.962656 | 125 | 116 | 0 | 9 |
TICKET_ID | 0.996881 | 0.992754 | 0.994813 | 966 | 959 | 3 | 7 |
TIME | 0.989362 | 0.989362 | 0.989362 | 376 | 372 | 4 | 4 |
TIN | 1 | 1 | 1 | 181 | 181 | 0 | 0 |
TRADE_UNION | 0.974684 | 1 | 0.987179 | 77 | 77 | 2 | 0 |
URL | 0.984227 | 0.987342 | 0.985782 | 316 | 312 | 5 | 4 |
USERNAME | 1 | 0.990476 | 0.995215 | 210 | 208 | 0 | 2 |
WALLET | 1 | 1 | 1 | 155 | 155 | 0 | 0 |
ZIP_CODE | 0.988095 | 1 | 0.994012 | 166 | 166 | 2 | 0 |
ACCOUNT_ID | 0.944706 | 0.943596 | 0.94415 | 851 | 803 | 47 | 48 |
ADDRESS | 0.958035 | 0.947368 | 0.952672 | 988 | 936 | 41 | 52 |
AGE | 0.939086 | 0.984043 | 0.961039 | 188 | 185 | 12 | 3 |
API_KEY | 0.987261 | 1 | 0.99359 | 155 | 155 | 2 | 0 |
BANK_ACCOUNT | 0.976471 | 0.956221 | 0.96624 | 434 | 415 | 10 | 19 |
BIRTHDATE | 0.987552 | 0.96748 | 0.977413 | 246 | 238 | 3 | 8 |
CARD_ISSUER | 0.97619 | 0.963675 | 0.969892 | 468 | 451 | 11 | 17 |
CARD_NUMBER | 0.915254 | 0.95858 | 0.936416 | 169 | 162 | 15 | 7 |
COORDINATE | 0.988764 | 0.973451 | 0.981048 | 452 | 440 | 5 | 12 |
CVV | 0.915254 | 0.878049 | 0.896266 | 123 | 108 | 10 | 15 |
DATE | 0.97422 | 0.987982 | 0.981053 | 4,743 | 4,686 | 124 | 57 |
EMAIL | 0.998106 | 0.991223 | 0.994652 | 1,595 | 1,581 | 3 | 14 |
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