Classification Report for Chinese PII Detection Model: Snowflake/snowflake-arctic-embed-l-v2.0 ============================================================ precision recall f1-score support ACCOUNTNAME 0.75 0.90 0.82 477 AGE 0.60 0.63 0.61 246 AMOUNT 0.47 0.60 0.53 767 BANKACCOUNT 0.90 0.91 0.91 1612 BITCOINADDRESS 0.00 0.00 0.00 49 BUILDINGNUMBER 0.43 0.41 0.42 391 CITY 0.41 0.41 0.41 548 COUNTY 0.27 0.47 0.34 184 CREDITCARD 0.00 0.00 0.00 35 CREDITCARDISSUER 0.00 0.00 0.00 6 CURRENCY 0.00 0.00 0.00 141 CURRENCYCODE 0.44 0.60 0.51 52 CURRENCYNAME 0.00 0.00 0.00 8 CURRENCYSYMBOL 0.22 0.16 0.19 118 DATE 0.64 0.64 0.64 663 DATEOFBIRTH 0.29 0.35 0.32 43 EMAIL 0.99 0.99 0.99 2255 FIRSTNAME 0.91 0.88 0.90 2746 GENDER 0.90 0.78 0.84 79 HEIGHT 0.22 0.22 0.22 18 IBAN 0.87 0.60 0.71 278 IMEI 0.00 0.00 0.00 26 IPADDRESS 0.70 1.00 0.82 65 JOBDEPARTMENT 0.74 0.90 0.81 424 JOBTITLE 0.48 0.25 0.33 259 LASTNAME 0.90 0.91 0.91 2865 MASKEDNUMBER 0.57 0.55 0.56 375 MIDDLENAME 0.00 0.00 0.00 12 OCCUPATION 0.75 0.01 0.02 252 ORDINALDIRECTION 0.00 0.00 0.00 90 ORGANIZATION 0.49 0.47 0.48 823 PASSWORD 0.98 0.88 0.93 67 PHONE 0.99 0.98 0.98 459 PIN 0.95 0.95 0.95 148 PREFIX 0.89 0.99 0.94 1741 SECONDARYADDRESS 0.10 0.16 0.12 31 SEX 0.00 0.00 0.00 4 SSN 0.85 0.89 0.87 692 STATE 1.00 0.01 0.03 72 STREET 0.22 0.31 0.25 343 TIME 0.34 0.41 0.37 384 USERNAME 0.75 0.19 0.30 711 VIN 0.00 0.00 0.00 32 VRM 0.24 0.79 0.37 28 ZIPCODE 1.00 0.99 1.00 103 micro avg 0.77 0.75 0.76 20722 macro avg 0.49 0.47 0.45 20722 weighted avg 0.77 0.75 0.75 20722