SecurePII-Bench
Collection
248 items • Updated
label stringclasses 44
values | precision float64 0.81 1 | recall float64 0.75 1 | f1 float64 0.82 1 | support int64 54 15k | tp int64 54 14.8k | fp int64 0 723 | fn int64 0 448 |
|---|---|---|---|---|---|---|---|
ACCOUNT_ID | 0.987032 | 0.992035 | 0.989527 | 1,381 | 1,370 | 18 | 11 |
ADDRESS | 0.99729 | 1 | 0.998643 | 368 | 368 | 1 | 0 |
AGE | 0.990826 | 0.990826 | 0.990826 | 109 | 108 | 1 | 1 |
API_KEY | 1 | 1 | 1 | 237 | 237 | 0 | 0 |
BANK_ACCOUNT | 0.987055 | 0.996732 | 0.99187 | 306 | 305 | 4 | 1 |
BIRTHDATE | 0.978873 | 1 | 0.989324 | 278 | 278 | 6 | 0 |
CARD_ISSUER | 0.983294 | 0.995169 | 0.989196 | 414 | 412 | 7 | 2 |
CARD_NUMBER | 1 | 1 | 1 | 199 | 199 | 0 | 0 |
COORDINATE | 1 | 1 | 1 | 55 | 55 | 0 | 0 |
CVV | 0.982759 | 1 | 0.991304 | 114 | 114 | 2 | 0 |
DATE | 0.996947 | 0.993912 | 0.995427 | 1,314 | 1,306 | 4 | 8 |
EMAIL | 0.997642 | 1 | 0.998819 | 846 | 846 | 2 | 0 |
EMPLOYEE_ID | 0.991803 | 1 | 0.995885 | 242 | 242 | 2 | 0 |
ETHNICITY | 0.991453 | 1 | 0.995708 | 116 | 116 | 1 | 0 |
GENDER | 1 | 1 | 1 | 118 | 118 | 0 | 0 |
IBAN | 1 | 1 | 1 | 188 | 188 | 0 | 0 |
INSURANCE_ID | 0.99359 | 0.945122 | 0.96875 | 164 | 155 | 1 | 9 |
IP | 1 | 1 | 1 | 123 | 123 | 0 | 0 |
JOB_TITLE | 0.970179 | 0.96063 | 0.965381 | 508 | 488 | 15 | 20 |
LICENSE | 1 | 1 | 1 | 109 | 109 | 0 | 0 |
LOCATION | 0.990566 | 0.994083 | 0.992321 | 845 | 840 | 8 | 5 |
MARITAL | 1 | 0.985816 | 0.992857 | 141 | 139 | 0 | 2 |
MEDICAL_INFO | 0.989011 | 0.994475 | 0.991736 | 181 | 180 | 2 | 1 |
MONEY | 1 | 1 | 1 | 440 | 440 | 0 | 0 |
NATIONALITY | 1 | 1 | 1 | 249 | 249 | 0 | 0 |
NATIONAL_ID | 0.991803 | 0.991803 | 0.991803 | 122 | 121 | 1 | 1 |
ORGANIZATION | 0.990132 | 0.993399 | 0.991763 | 1,818 | 1,806 | 18 | 12 |
PASSPORT | 1 | 1 | 1 | 112 | 112 | 0 | 0 |
PASSWORD | 1 | 1 | 1 | 62 | 62 | 0 | 0 |
PERSON | 0.997776 | 0.985501 | 0.9916 | 2,276 | 2,243 | 5 | 33 |
PHONE | 1 | 1 | 1 | 468 | 468 | 0 | 0 |
PIN | 1 | 0.972973 | 0.986301 | 74 | 72 | 0 | 2 |
PLATE | 1 | 1 | 1 | 231 | 231 | 0 | 0 |
PREFIX | 0.89 | 0.754237 | 0.816514 | 118 | 89 | 11 | 29 |
RELIGION | 0.991667 | 1 | 0.995816 | 119 | 119 | 1 | 0 |
SWIFT | 1 | 0.931034 | 0.964286 | 145 | 135 | 0 | 10 |
TICKET_ID | 0.999011 | 0.998024 | 0.998517 | 1,012 | 1,010 | 1 | 2 |
TIME | 0.996914 | 1 | 0.998454 | 323 | 323 | 1 | 0 |
TIN | 0.993289 | 1 | 0.996633 | 148 | 148 | 1 | 0 |
TRADE_UNION | 1 | 1 | 1 | 70 | 70 | 0 | 0 |
URL | 0.997076 | 0.988406 | 0.992722 | 345 | 341 | 1 | 4 |
USERNAME | 0.995763 | 0.983264 | 0.989474 | 239 | 235 | 1 | 4 |
WALLET | 1 | 1 | 1 | 144 | 144 | 0 | 0 |
ZIP_CODE | 0.993789 | 1 | 0.996885 | 160 | 160 | 1 | 0 |
ACCOUNT_ID | 0.983429 | 0.988414 | 0.985915 | 1,381 | 1,365 | 23 | 16 |
ADDRESS | 0.99187 | 0.994565 | 0.993216 | 368 | 366 | 3 | 2 |
AGE | 0.926606 | 0.926606 | 0.926606 | 109 | 101 | 8 | 8 |
API_KEY | 0.987342 | 0.987342 | 0.987342 | 237 | 234 | 3 | 3 |
BANK_ACCOUNT | 0.987055 | 0.996732 | 0.99187 | 306 | 305 | 4 | 1 |
BIRTHDATE | 0.978873 | 1 | 0.989324 | 278 | 278 | 6 | 0 |
CARD_ISSUER | 0.973747 | 0.985507 | 0.979592 | 414 | 408 | 11 | 6 |
CARD_NUMBER | 1 | 1 | 1 | 199 | 199 | 0 | 0 |
COORDINATE | 1 | 1 | 1 | 55 | 55 | 0 | 0 |
CVV | 0.982759 | 1 | 0.991304 | 114 | 114 | 2 | 0 |
DATE | 0.996183 | 0.993151 | 0.994665 | 1,314 | 1,305 | 5 | 9 |
EMAIL | 0.992925 | 0.995272 | 0.994097 | 846 | 842 | 6 | 4 |
EMPLOYEE_ID | 0.991803 | 1 | 0.995885 | 242 | 242 | 2 | 0 |
ETHNICITY | 0.991453 | 1 | 0.995708 | 116 | 116 | 1 | 0 |
GENDER | 1 | 1 | 1 | 118 | 118 | 0 | 0 |
IBAN | 1 | 1 | 1 | 188 | 188 | 0 | 0 |
INSURANCE_ID | 0.987179 | 0.939024 | 0.9625 | 164 | 154 | 2 | 10 |
IP | 1 | 1 | 1 | 123 | 123 | 0 | 0 |
JOB_TITLE | 0.960239 | 0.950787 | 0.95549 | 508 | 483 | 20 | 25 |
LICENSE | 1 | 1 | 1 | 109 | 109 | 0 | 0 |
LOCATION | 0.990566 | 0.994083 | 0.992321 | 845 | 840 | 8 | 5 |
MARITAL | 1 | 0.985816 | 0.992857 | 141 | 139 | 0 | 2 |
MEDICAL_INFO | 0.983516 | 0.98895 | 0.986226 | 181 | 179 | 3 | 2 |
MONEY | 1 | 1 | 1 | 440 | 440 | 0 | 0 |
NATIONALITY | 0.995984 | 0.995984 | 0.995984 | 249 | 248 | 1 | 1 |
NATIONAL_ID | 0.991803 | 0.991803 | 0.991803 | 122 | 121 | 1 | 1 |
ORGANIZATION | 0.988487 | 0.991749 | 0.990115 | 1,818 | 1,803 | 21 | 15 |
PASSPORT | 1 | 1 | 1 | 112 | 112 | 0 | 0 |
PASSWORD | 0.983871 | 0.983871 | 0.983871 | 62 | 61 | 1 | 1 |
PERSON | 0.992883 | 0.980668 | 0.986737 | 2,276 | 2,232 | 16 | 44 |
PHONE | 1 | 1 | 1 | 468 | 468 | 0 | 0 |
PIN | 1 | 0.972973 | 0.986301 | 74 | 72 | 0 | 2 |
PLATE | 1 | 1 | 1 | 231 | 231 | 0 | 0 |
PREFIX | 0.89 | 0.754237 | 0.816514 | 118 | 89 | 11 | 29 |
RELIGION | 0.991667 | 1 | 0.995816 | 119 | 119 | 1 | 0 |
SWIFT | 1 | 0.931034 | 0.964286 | 145 | 135 | 0 | 10 |
TICKET_ID | 0.998022 | 0.997036 | 0.997528 | 1,012 | 1,009 | 2 | 3 |
TIME | 0.975309 | 0.978328 | 0.976816 | 323 | 316 | 8 | 7 |
TIN | 0.993289 | 1 | 0.996633 | 148 | 148 | 1 | 0 |
TRADE_UNION | 1 | 1 | 1 | 70 | 70 | 0 | 0 |
URL | 0.994152 | 0.985507 | 0.989811 | 345 | 340 | 2 | 5 |
USERNAME | 0.995763 | 0.983264 | 0.989474 | 239 | 235 | 1 | 4 |
WALLET | 1 | 1 | 1 | 144 | 144 | 0 | 0 |
ZIP_CODE | 0.993789 | 1 | 0.996885 | 160 | 160 | 1 | 0 |
ACCOUNT_ID | 0.940476 | 0.962241 | 0.951234 | 821 | 790 | 50 | 31 |
ADDRESS | 0.968969 | 0.963184 | 0.966068 | 1,005 | 968 | 31 | 37 |
AGE | 0.914414 | 1 | 0.955294 | 203 | 203 | 19 | 0 |
API_KEY | 0.971429 | 1 | 0.985507 | 102 | 102 | 3 | 0 |
BANK_ACCOUNT | 0.971963 | 0.960739 | 0.966318 | 433 | 416 | 12 | 17 |
BIRTHDATE | 0.962656 | 0.991453 | 0.976842 | 234 | 232 | 9 | 2 |
CARD_ISSUER | 0.978402 | 0.989083 | 0.983713 | 458 | 453 | 10 | 5 |
CARD_NUMBER | 0.942584 | 0.985 | 0.963325 | 200 | 197 | 12 | 3 |
COORDINATE | 0.969626 | 0.983412 | 0.976471 | 422 | 415 | 13 | 7 |
CVV | 0.954128 | 0.936937 | 0.945455 | 111 | 104 | 5 | 7 |
DATE | 0.971566 | 0.995501 | 0.983388 | 4,668 | 4,647 | 136 | 21 |
EMAIL | 0.998196 | 0.995204 | 0.996698 | 1,668 | 1,660 | 3 | 8 |
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