SecurePII-Bench
Collection
251 items • Updated
label stringlengths 3 16 | precision float64 0.76 1 | recall float64 0.53 1 | f1 float64 0.68 1 | support int64 575 24k | tp int64 327 23.4k | fp int64 1 2.15k | fn int64 0 2.08k |
|---|---|---|---|---|---|---|---|
AGE | 0.952051 | 0.989196 | 0.970268 | 1,666 | 1,648 | 83 | 18 |
BUILDINGNUM | 0.980467 | 0.979213 | 0.97984 | 3,127 | 3,062 | 61 | 65 |
CITY | 0.97382 | 0.968442 | 0.971123 | 5,070 | 4,910 | 132 | 160 |
CREDITCARDNUMBER | 0.980036 | 0.93913 | 0.959147 | 575 | 540 | 11 | 35 |
DATE | 0.997443 | 1 | 0.99872 | 4,291 | 4,291 | 11 | 0 |
DRIVERLICENSENUM | 0.956522 | 0.530547 | 0.682523 | 622 | 330 | 15 | 292 |
EMAIL | 0.999712 | 0.999425 | 0.999568 | 3,476 | 3,474 | 1 | 2 |
GENDER | 0.80292 | 0.688576 | 0.741365 | 639 | 440 | 108 | 199 |
GIVENNAME | 0.972415 | 0.975251 | 0.973831 | 24,001 | 23,407 | 664 | 594 |
IDCARDNUM | 0.882764 | 0.924015 | 0.902918 | 2,461 | 2,274 | 302 | 187 |
PASSPORTNUM | 0.896698 | 0.96536 | 0.929763 | 1,097 | 1,059 | 122 | 38 |
SEX | 0.758267 | 0.877309 | 0.813456 | 758 | 665 | 212 | 93 |
SOCIALNUM | 0.759898 | 0.921053 | 0.83275 | 646 | 595 | 188 | 51 |
STREET | 0.990717 | 0.986278 | 0.988493 | 3,571 | 3,522 | 33 | 49 |
SURNAME | 0.871527 | 0.896436 | 0.883806 | 9,202 | 8,249 | 1,216 | 953 |
TAXNUM | 0.939394 | 0.811295 | 0.870658 | 726 | 589 | 38 | 137 |
TELEPHONENUM | 0.998446 | 0.952159 | 0.974753 | 4,724 | 4,498 | 7 | 226 |
TIME | 0.998801 | 0.9994 | 0.999101 | 5,002 | 4,999 | 6 | 3 |
TITLE | 0.982911 | 0.996416 | 0.989617 | 3,348 | 3,336 | 58 | 12 |
ZIPCODE | 0.976786 | 0.966431 | 0.971581 | 1,132 | 1,094 | 26 | 38 |
AGE | 0.944541 | 0.981393 | 0.962614 | 1,666 | 1,635 | 96 | 31 |
BUILDINGNUM | 0.978866 | 0.977614 | 0.97824 | 3,127 | 3,057 | 66 | 70 |
CITY | 0.968068 | 0.962722 | 0.965388 | 5,070 | 4,881 | 161 | 189 |
CREDITCARDNUMBER | 0.978221 | 0.937391 | 0.957371 | 575 | 539 | 12 | 36 |
DATE | 0.995351 | 0.997903 | 0.996625 | 4,291 | 4,282 | 20 | 9 |
DRIVERLICENSENUM | 0.947826 | 0.525723 | 0.676319 | 622 | 327 | 18 | 295 |
EMAIL | 0.999137 | 0.998849 | 0.998993 | 3,476 | 3,472 | 3 | 4 |
GENDER | 0.801095 | 0.687011 | 0.73968 | 639 | 439 | 109 | 200 |
GIVENNAME | 0.910889 | 0.913545 | 0.912215 | 24,001 | 21,926 | 2,145 | 2,075 |
IDCARDNUM | 0.882764 | 0.924015 | 0.902918 | 2,461 | 2,274 | 302 | 187 |
PASSPORTNUM | 0.895851 | 0.964448 | 0.928885 | 1,097 | 1,058 | 123 | 39 |
SEX | 0.757127 | 0.875989 | 0.812232 | 758 | 664 | 213 | 94 |
SOCIALNUM | 0.758621 | 0.919505 | 0.831351 | 646 | 594 | 189 | 52 |
STREET | 0.977215 | 0.972837 | 0.975021 | 3,571 | 3,474 | 81 | 97 |
SURNAME | 0.816376 | 0.839709 | 0.827878 | 9,202 | 7,727 | 1,738 | 1,475 |
TAXNUM | 0.939394 | 0.811295 | 0.870658 | 726 | 589 | 38 | 137 |
TELEPHONENUM | 0.994229 | 0.948137 | 0.970636 | 4,724 | 4,479 | 26 | 245 |
TIME | 0.998601 | 0.9992 | 0.998901 | 5,002 | 4,998 | 7 | 4 |
TITLE | 0.981438 | 0.994922 | 0.988134 | 3,348 | 3,331 | 63 | 17 |
ZIPCODE | 0.974107 | 0.963781 | 0.968917 | 1,132 | 1,091 | 29 | 41 |
AGE | 0.952051 | 0.989196 | 0.970268 | 1,666 | 1,648 | 83 | 18 |
BUILDINGNUM | 0.980467 | 0.979213 | 0.97984 | 3,127 | 3,062 | 61 | 65 |
CITY | 0.97382 | 0.968442 | 0.971123 | 5,070 | 4,910 | 132 | 160 |
CREDITCARDNUMBER | 0.980036 | 0.93913 | 0.959147 | 575 | 540 | 11 | 35 |
DATE | 0.997443 | 1 | 0.99872 | 4,291 | 4,291 | 11 | 0 |
DRIVERLICENSENUM | 0.956522 | 0.530547 | 0.682523 | 622 | 330 | 15 | 292 |
EMAIL | 0.999712 | 0.999425 | 0.999568 | 3,476 | 3,474 | 1 | 2 |
GENDER | 0.80292 | 0.688576 | 0.741365 | 639 | 440 | 108 | 199 |
GIVENNAME | 0.972415 | 0.975251 | 0.973831 | 24,001 | 23,407 | 664 | 594 |
IDCARDNUM | 0.882764 | 0.924015 | 0.902918 | 2,461 | 2,274 | 302 | 187 |
PASSPORTNUM | 0.896698 | 0.96536 | 0.929763 | 1,097 | 1,059 | 122 | 38 |
SEX | 0.758267 | 0.877309 | 0.813456 | 758 | 665 | 212 | 93 |
SOCIALNUM | 0.759898 | 0.921053 | 0.83275 | 646 | 595 | 188 | 51 |
STREET | 0.990717 | 0.986278 | 0.988493 | 3,571 | 3,522 | 33 | 49 |
SURNAME | 0.871527 | 0.896436 | 0.883806 | 9,202 | 8,249 | 1,216 | 953 |
TAXNUM | 0.939394 | 0.811295 | 0.870658 | 726 | 589 | 38 | 137 |
TELEPHONENUM | 0.998446 | 0.952159 | 0.974753 | 4,724 | 4,498 | 7 | 226 |
TIME | 0.998801 | 0.9994 | 0.999101 | 5,002 | 4,999 | 6 | 3 |
TITLE | 0.982911 | 0.996416 | 0.989617 | 3,348 | 3,336 | 58 | 12 |
ZIPCODE | 0.976786 | 0.966431 | 0.971581 | 1,132 | 1,094 | 26 | 38 |
AGE | 0.944541 | 0.981393 | 0.962614 | 1,666 | 1,635 | 96 | 31 |
BUILDINGNUM | 0.978866 | 0.977614 | 0.97824 | 3,127 | 3,057 | 66 | 70 |
CITY | 0.968068 | 0.962722 | 0.965388 | 5,070 | 4,881 | 161 | 189 |
CREDITCARDNUMBER | 0.978221 | 0.937391 | 0.957371 | 575 | 539 | 12 | 36 |
DATE | 0.995351 | 0.997903 | 0.996625 | 4,291 | 4,282 | 20 | 9 |
DRIVERLICENSENUM | 0.947826 | 0.525723 | 0.676319 | 622 | 327 | 18 | 295 |
EMAIL | 0.999137 | 0.998849 | 0.998993 | 3,476 | 3,472 | 3 | 4 |
GENDER | 0.801095 | 0.687011 | 0.73968 | 639 | 439 | 109 | 200 |
GIVENNAME | 0.910889 | 0.913545 | 0.912215 | 24,001 | 21,926 | 2,145 | 2,075 |
IDCARDNUM | 0.882764 | 0.924015 | 0.902918 | 2,461 | 2,274 | 302 | 187 |
PASSPORTNUM | 0.895851 | 0.964448 | 0.928885 | 1,097 | 1,058 | 123 | 39 |
SEX | 0.757127 | 0.875989 | 0.812232 | 758 | 664 | 213 | 94 |
SOCIALNUM | 0.758621 | 0.919505 | 0.831351 | 646 | 594 | 189 | 52 |
STREET | 0.977215 | 0.972837 | 0.975021 | 3,571 | 3,474 | 81 | 97 |
SURNAME | 0.816376 | 0.839709 | 0.827878 | 9,202 | 7,727 | 1,738 | 1,475 |
TAXNUM | 0.939394 | 0.811295 | 0.870658 | 726 | 589 | 38 | 137 |
TELEPHONENUM | 0.994229 | 0.948137 | 0.970636 | 4,724 | 4,479 | 26 | 245 |
TIME | 0.998601 | 0.9992 | 0.998901 | 5,002 | 4,998 | 7 | 4 |
TITLE | 0.981438 | 0.994922 | 0.988134 | 3,348 | 3,331 | 63 | 17 |
ZIPCODE | 0.974107 | 0.963781 | 0.968917 | 1,132 | 1,091 | 29 | 41 |
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