{
 "benchmark": "REDACT (Vats et al., EMNLP 2026 Industry Track, arXiv 2606.19881)",
 "split": "pii_benchmark_sample1000.json (locked detector split, 1,000 records, 40 per language)",
 "split_sha256": "754f562ce9c3c5b7b663f1ba6127c38a31d93f5631d38364341cb727936234c6",
 "dataset_terms": "https://github.com/guneeshvats/REDACT-PII-Benchmark/blob/main/DATASET_TERMS.md",
 "connector": "2.57.0",
 "commit": "0ca409b",
 "date": "2026-11-03",
 "harness": "connecteur/bench/redact (passer.mjs, noter.mjs, comparer.mjs, types.mjs)",
 "routes": {
  "text": {
   "route": "vu",
   "fiches": 1000,
   "erreurs": 0,
   "manquantes": 0,
   "imbriques": 445,
   "directs": {
    "total": 17103,
    "touches": 16903,
    "caches": 14967,
    "touches_pct": 98.8,
    "caches_pct": 87.5,
    "intacts": 200
   },
   "niveaux": {
    "LOW": {
     "total": 5043,
     "touches": 4024,
     "caches": 2979,
     "touches_pct": 79.8,
     "caches_pct": 59.1
    },
    "MEDIUM": {
     "total": 14761,
     "touches": 14465,
     "caches": 13154,
     "touches_pct": 98,
     "caches_pct": 89.1
    },
    "HIGH": {
     "total": 3624,
     "touches": 3065,
     "caches": 2083,
     "touches_pct": 84.6,
     "caches_pct": 57.5
    }
   },
   "dates_de_naissance": {
    "total": 570,
    "lisibles": 347,
    "caches": 172,
    "lisibles_pct": 60.9,
    "caches_pct": 30.2
   },
   "texte_ordinaire_code_pct": {
    "AR": 76.9,
    "CS": 73.7,
    "DA": 67.1,
    "DE": 78.5,
    "EN": 24.6,
    "ES": 65.6,
    "FI": 78.1,
    "FR": 10.7,
    "FR_CA": 9,
    "HE": 65.7,
    "HI": 51.1,
    "HU": 73.9,
    "IT": 65.2,
    "JA": 74.3,
    "KO": 80.8,
    "NL": 61.9,
    "NO": 72.6,
    "PT_BR": 68.5,
    "PT_EU": 65.5,
    "RU": 83.5,
    "SV": 73,
    "TH": 79.7,
    "TR": 85.6,
    "ZH_CN": 77.4,
    "ZH_TW": 61.7
   },
   "decodage_exact": {
    "texte": 372,
    "fichier": 765,
    "sur": 1000
   },
   "officiel": {
    "partial": {
     "tp": 6881,
     "fp": 36691,
     "fn": 17318,
     "precision": 0.1579,
     "recall": 0.2844,
     "f1": 0.2031,
     "macro_f1": 0.0632,
     "per_type": {
      "Account_Statements": {
       "tp": 0,
       "fp": 0,
       "fn": 75,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Address_Personal": {
       "tp": 51,
       "fp": 46,
       "fn": 470,
       "precision": 0.5258,
       "recall": 0.0979,
       "f1": 0.165
      },
      "Address_Work": {
       "tp": 0,
       "fp": 0,
       "fn": 185,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Age": {
       "tp": 0,
       "fp": 0,
       "fn": 115,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Allergy_Information": {
       "tp": 0,
       "fp": 0,
       "fn": 85,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Building_Badge_Card_Number": {
       "tp": 0,
       "fp": 0,
       "fn": 43,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Business_Title": {
       "tp": 0,
       "fp": 0,
       "fn": 537,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Citizenship_Status": {
       "tp": 0,
       "fp": 0,
       "fn": 62,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "City": {
       "tp": 0,
       "fp": 0,
       "fn": 954,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Compensation_and_Salary": {
       "tp": 0,
       "fp": 0,
       "fn": 219,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Country_of_Residence": {
       "tp": 0,
       "fp": 0,
       "fn": 32,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Credit_Card_Numbers": {
       "tp": 12,
       "fp": 19,
       "fn": 120,
       "precision": 0.3871,
       "recall": 0.0909,
       "f1": 0.1472
      },
      "Crime": {
       "tp": 0,
       "fp": 0,
       "fn": 114,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Customer_Reference_Number": {
       "tp": 1450,
       "fp": 3655,
       "fn": 341,
       "precision": 0.284,
       "recall": 0.8096,
       "f1": 0.4205
      },
      "Date_Time": {
       "tp": 0,
       "fp": 0,
       "fn": 1422,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Date_of_Birth": {
       "tp": 51,
       "fp": 0,
       "fn": 535,
       "precision": 1,
       "recall": 0.087,
       "f1": 0.1601
      },
      "Disciplinary_Action": {
       "tp": 0,
       "fp": 0,
       "fn": 18,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Driving_License_Number": {
       "tp": 0,
       "fp": 0,
       "fn": 41,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Emergency_Contact_Details": {
       "tp": 0,
       "fp": 0,
       "fn": 24,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Employee_ID_Number": {
       "tp": 0,
       "fp": 0,
       "fn": 560,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "First_Given_Name": {
       "tp": 280,
       "fp": 516,
       "fn": 2939,
       "precision": 0.3518,
       "recall": 0.087,
       "f1": 0.1395
      },
      "Full_Name": {
       "tp": 2700,
       "fp": 3312,
       "fn": 1458,
       "precision": 0.4491,
       "recall": 0.6494,
       "f1": 0.531
      },
      "Gender": {
       "tp": 0,
       "fp": 0,
       "fn": 130,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Geolocation_Data": {
       "tp": 0,
       "fp": 0,
       "fn": 55,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Last_Family_Name": {
       "tp": 578,
       "fp": 24712,
       "fn": 2690,
       "precision": 0.0229,
       "recall": 0.1769,
       "f1": 0.0405
      },
      "Location": {
       "tp": 0,
       "fp": 0,
       "fn": 121,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Marital_Status": {
       "tp": 0,
       "fp": 0,
       "fn": 126,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Medical_Information": {
       "tp": 0,
       "fp": 0,
       "fn": 317,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "National_Identification_Number": {
       "tp": 12,
       "fp": 91,
       "fn": 595,
       "precision": 0.1165,
       "recall": 0.0198,
       "f1": 0.0338
      },
      "Nationality": {
       "tp": 0,
       "fp": 0,
       "fn": 219,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Org_Name": {
       "tp": 257,
       "fp": 3274,
       "fn": 708,
       "precision": 0.0728,
       "recall": 0.2663,
       "f1": 0.1143
      },
      "PEP_Status": {
       "tp": 0,
       "fp": 0,
       "fn": 46,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Passport_Number": {
       "tp": 0,
       "fp": 0,
       "fn": 126,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Password": {
       "tp": 0,
       "fp": 0,
       "fn": 39,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Performance_Assessment": {
       "tp": 0,
       "fp": 0,
       "fn": 37,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Personal_Email_Address": {
       "tp": 0,
       "fp": 0,
       "fn": 452,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Place_of_Birth": {
       "tp": 0,
       "fp": 0,
       "fn": 38,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Political_Party": {
       "tp": 0,
       "fp": 0,
       "fn": 45,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Preferred_Name": {
       "tp": 0,
       "fp": 0,
       "fn": 87,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Professional_Background": {
       "tp": 0,
       "fp": 0,
       "fn": 33,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Religion": {
       "tp": 0,
       "fp": 0,
       "fn": 67,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Sex_Orientation": {
       "tp": 0,
       "fp": 0,
       "fn": 65,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Sickness_Day_Records": {
       "tp": 0,
       "fp": 0,
       "fn": 36,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Social_Media_Identifiers": {
       "tp": 9,
       "fp": 86,
       "fn": 172,
       "precision": 0.0947,
       "recall": 0.0497,
       "f1": 0.0652
      },
      "State": {
       "tp": 0,
       "fp": 0,
       "fn": 111,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Static_IP_Address": {
       "tp": 0,
       "fp": 0,
       "fn": 103,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Tax_Reference_Number": {
       "tp": 0,
       "fp": 12,
       "fn": 38,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Telephone_Numbers_Personal": {
       "tp": 490,
       "fp": 482,
       "fn": 126,
       "precision": 0.5041,
       "recall": 0.7955,
       "f1": 0.6171
      },
      "Telephone_Numbers_Work": {
       "tp": 0,
       "fp": 0,
       "fn": 307,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Trade_Union_Membership": {
       "tp": 0,
       "fp": 0,
       "fn": 35,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Work_Email_Address": {
       "tp": 991,
       "fp": 486,
       "fn": 45,
       "precision": 0.671,
       "recall": 0.9566,
       "f1": 0.7887
      }
     },
     "per_language": {
      "AR": {
       "tp": 192,
       "fp": 796,
       "fn": 775,
       "precision": 0.1943,
       "recall": 0.1986,
       "f1": 0.1964
      },
      "CS": {
       "tp": 316,
       "fp": 1761,
       "fn": 690,
       "precision": 0.1521,
       "recall": 0.3141,
       "f1": 0.205
      },
      "DA": {
       "tp": 320,
       "fp": 1658,
       "fn": 762,
       "precision": 0.1618,
       "recall": 0.2957,
       "f1": 0.2092
      },
      "DE": {
       "tp": 341,
       "fp": 2729,
       "fn": 691,
       "precision": 0.1111,
       "recall": 0.3304,
       "f1": 0.1663
      },
      "EN": {
       "tp": 378,
       "fp": 1908,
       "fn": 717,
       "precision": 0.1654,
       "recall": 0.3452,
       "f1": 0.2236
      },
      "ES": {
       "tp": 393,
       "fp": 2230,
       "fn": 768,
       "precision": 0.1498,
       "recall": 0.3385,
       "f1": 0.2077
      },
      "FI": {
       "tp": 304,
       "fp": 1940,
       "fn": 674,
       "precision": 0.1355,
       "recall": 0.3108,
       "f1": 0.1887
      },
      "FR": {
       "tp": 348,
       "fp": 592,
       "fn": 535,
       "precision": 0.3702,
       "recall": 0.3941,
       "f1": 0.3818
      },
      "FR_CA": {
       "tp": 336,
       "fp": 547,
       "fn": 595,
       "precision": 0.3805,
       "recall": 0.3609,
       "f1": 0.3705
      },
      "HE": {
       "tp": 188,
       "fp": 723,
       "fn": 742,
       "precision": 0.2064,
       "recall": 0.2022,
       "f1": 0.2042
      },
      "HI": {
       "tp": 273,
       "fp": 1105,
       "fn": 640,
       "precision": 0.1981,
       "recall": 0.299,
       "f1": 0.2383
      },
      "HU": {
       "tp": 283,
       "fp": 1398,
       "fn": 665,
       "precision": 0.1684,
       "recall": 0.2985,
       "f1": 0.2153
      },
      "IT": {
       "tp": 335,
       "fp": 2046,
       "fn": 701,
       "precision": 0.1407,
       "recall": 0.3234,
       "f1": 0.1961
      },
      "JA": {
       "tp": 142,
       "fp": 887,
       "fn": 760,
       "precision": 0.138,
       "recall": 0.1574,
       "f1": 0.1471
      },
      "KO": {
       "tp": 162,
       "fp": 1030,
       "fn": 671,
       "precision": 0.1359,
       "recall": 0.1945,
       "f1": 0.16
      },
      "NL": {
       "tp": 365,
       "fp": 1667,
       "fn": 744,
       "precision": 0.1796,
       "recall": 0.3291,
       "f1": 0.2324
      },
      "NO": {
       "tp": 262,
       "fp": 1808,
       "fn": 633,
       "precision": 0.1266,
       "recall": 0.2927,
       "f1": 0.1767
      },
      "PT_BR": {
       "tp": 425,
       "fp": 2227,
       "fn": 840,
       "precision": 0.1603,
       "recall": 0.336,
       "f1": 0.217
      },
      "PT_EU": {
       "tp": 267,
       "fp": 2074,
       "fn": 594,
       "precision": 0.1141,
       "recall": 0.3101,
       "f1": 0.1668
      },
      "RU": {
       "tp": 199,
       "fp": 1290,
       "fn": 559,
       "precision": 0.1336,
       "recall": 0.2625,
       "f1": 0.1771
      },
      "SV": {
       "tp": 311,
       "fp": 1721,
       "fn": 709,
       "precision": 0.1531,
       "recall": 0.3049,
       "f1": 0.2038
      },
      "TH": {
       "tp": 120,
       "fp": 669,
       "fn": 534,
       "precision": 0.1521,
       "recall": 0.1835,
       "f1": 0.1663
      },
      "TR": {
       "tp": 397,
       "fp": 2205,
       "fn": 845,
       "precision": 0.1526,
       "recall": 0.3196,
       "f1": 0.2066
      },
      "ZH_CN": {
       "tp": 123,
       "fp": 913,
       "fn": 812,
       "precision": 0.1187,
       "recall": 0.1316,
       "f1": 0.1248
      },
      "ZH_TW": {
       "tp": 101,
       "fp": 767,
       "fn": 662,
       "precision": 0.1164,
       "recall": 0.1324,
       "f1": 0.1239
      }
     },
     "F5": {
      "complete": {
       "recall": 0.2881,
       "support": 23820
      },
      "obfuscated": {
       "recall": 0.2,
       "support": 15
      },
      "partial": {
       "recall": 0.0412,
       "support": 364
      }
     },
     "F6": {
      "HIGH": {
       "recall": 0.1718,
       "support": 4085
      },
      "LOW": {
       "recall": 0.1614,
       "support": 5088
      },
      "MEDIUM": {
       "recall": 0.3566,
       "support": 15026
      }
     }
    },
    "exact": {
     "tp": 5435,
     "fp": 38137,
     "fn": 18764,
     "precision": 0.1247,
     "recall": 0.2246,
     "f1": 0.1604,
     "macro_f1": 0.0529,
     "per_type": {
      "Account_Statements": {
       "tp": 0,
       "fp": 0,
       "fn": 75,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Address_Personal": {
       "tp": 2,
       "fp": 95,
       "fn": 519,
       "precision": 0.0206,
       "recall": 0.0038,
       "f1": 0.0065
      },
      "Address_Work": {
       "tp": 0,
       "fp": 0,
       "fn": 185,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Age": {
       "tp": 0,
       "fp": 0,
       "fn": 115,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Allergy_Information": {
       "tp": 0,
       "fp": 0,
       "fn": 85,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Building_Badge_Card_Number": {
       "tp": 0,
       "fp": 0,
       "fn": 43,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Business_Title": {
       "tp": 0,
       "fp": 0,
       "fn": 537,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Citizenship_Status": {
       "tp": 0,
       "fp": 0,
       "fn": 62,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "City": {
       "tp": 0,
       "fp": 0,
       "fn": 954,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Compensation_and_Salary": {
       "tp": 0,
       "fp": 0,
       "fn": 219,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Country_of_Residence": {
       "tp": 0,
       "fp": 0,
       "fn": 32,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Credit_Card_Numbers": {
       "tp": 12,
       "fp": 19,
       "fn": 120,
       "precision": 0.3871,
       "recall": 0.0909,
       "f1": 0.1472
      },
      "Crime": {
       "tp": 0,
       "fp": 0,
       "fn": 114,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Customer_Reference_Number": {
       "tp": 1097,
       "fp": 4008,
       "fn": 694,
       "precision": 0.2149,
       "recall": 0.6125,
       "f1": 0.3182
      },
      "Date_Time": {
       "tp": 0,
       "fp": 0,
       "fn": 1422,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Date_of_Birth": {
       "tp": 51,
       "fp": 0,
       "fn": 535,
       "precision": 1,
       "recall": 0.087,
       "f1": 0.1601
      },
      "Disciplinary_Action": {
       "tp": 0,
       "fp": 0,
       "fn": 18,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Driving_License_Number": {
       "tp": 0,
       "fp": 0,
       "fn": 41,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Emergency_Contact_Details": {
       "tp": 0,
       "fp": 0,
       "fn": 24,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Employee_ID_Number": {
       "tp": 0,
       "fp": 0,
       "fn": 560,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "First_Given_Name": {
       "tp": 272,
       "fp": 524,
       "fn": 2947,
       "precision": 0.3417,
       "recall": 0.0845,
       "f1": 0.1355
      },
      "Full_Name": {
       "tp": 2141,
       "fp": 3871,
       "fn": 2017,
       "precision": 0.3561,
       "recall": 0.5149,
       "f1": 0.421
      },
      "Gender": {
       "tp": 0,
       "fp": 0,
       "fn": 130,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Geolocation_Data": {
       "tp": 0,
       "fp": 0,
       "fn": 55,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Last_Family_Name": {
       "tp": 302,
       "fp": 24988,
       "fn": 2966,
       "precision": 0.0119,
       "recall": 0.0924,
       "f1": 0.0211
      },
      "Location": {
       "tp": 0,
       "fp": 0,
       "fn": 121,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Marital_Status": {
       "tp": 0,
       "fp": 0,
       "fn": 126,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Medical_Information": {
       "tp": 0,
       "fp": 0,
       "fn": 317,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "National_Identification_Number": {
       "tp": 12,
       "fp": 91,
       "fn": 595,
       "precision": 0.1165,
       "recall": 0.0198,
       "f1": 0.0338
      },
      "Nationality": {
       "tp": 0,
       "fp": 0,
       "fn": 219,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Org_Name": {
       "tp": 101,
       "fp": 3430,
       "fn": 864,
       "precision": 0.0286,
       "recall": 0.1047,
       "f1": 0.0449
      },
      "PEP_Status": {
       "tp": 0,
       "fp": 0,
       "fn": 46,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Passport_Number": {
       "tp": 0,
       "fp": 0,
       "fn": 126,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Password": {
       "tp": 0,
       "fp": 0,
       "fn": 39,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Performance_Assessment": {
       "tp": 0,
       "fp": 0,
       "fn": 37,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Personal_Email_Address": {
       "tp": 0,
       "fp": 0,
       "fn": 452,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Place_of_Birth": {
       "tp": 0,
       "fp": 0,
       "fn": 38,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Political_Party": {
       "tp": 0,
       "fp": 0,
       "fn": 45,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Preferred_Name": {
       "tp": 0,
       "fp": 0,
       "fn": 87,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Professional_Background": {
       "tp": 0,
       "fp": 0,
       "fn": 33,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Religion": {
       "tp": 0,
       "fp": 0,
       "fn": 67,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Sex_Orientation": {
       "tp": 0,
       "fp": 0,
       "fn": 65,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Sickness_Day_Records": {
       "tp": 0,
       "fp": 0,
       "fn": 36,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Social_Media_Identifiers": {
       "tp": 7,
       "fp": 88,
       "fn": 174,
       "precision": 0.0737,
       "recall": 0.0387,
       "f1": 0.0507
      },
      "State": {
       "tp": 0,
       "fp": 0,
       "fn": 111,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Static_IP_Address": {
       "tp": 0,
       "fp": 0,
       "fn": 103,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Tax_Reference_Number": {
       "tp": 0,
       "fp": 12,
       "fn": 38,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Telephone_Numbers_Personal": {
       "tp": 459,
       "fp": 513,
       "fn": 157,
       "precision": 0.4722,
       "recall": 0.7451,
       "f1": 0.5781
      },
      "Telephone_Numbers_Work": {
       "tp": 0,
       "fp": 0,
       "fn": 307,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Trade_Union_Membership": {
       "tp": 0,
       "fp": 0,
       "fn": 35,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Work_Email_Address": {
       "tp": 979,
       "fp": 498,
       "fn": 57,
       "precision": 0.6628,
       "recall": 0.945,
       "f1": 0.7791
      }
     },
     "per_language": {
      "AR": {
       "tp": 162,
       "fp": 826,
       "fn": 805,
       "precision": 0.164,
       "recall": 0.1675,
       "f1": 0.1657
      },
      "CS": {
       "tp": 265,
       "fp": 1812,
       "fn": 741,
       "precision": 0.1276,
       "recall": 0.2634,
       "f1": 0.1719
      },
      "DA": {
       "tp": 245,
       "fp": 1733,
       "fn": 837,
       "precision": 0.1239,
       "recall": 0.2264,
       "f1": 0.1601
      },
      "DE": {
       "tp": 252,
       "fp": 2818,
       "fn": 780,
       "precision": 0.0821,
       "recall": 0.2442,
       "f1": 0.1229
      },
      "EN": {
       "tp": 320,
       "fp": 1966,
       "fn": 775,
       "precision": 0.14,
       "recall": 0.2922,
       "f1": 0.1893
      },
      "ES": {
       "tp": 319,
       "fp": 2304,
       "fn": 842,
       "precision": 0.1216,
       "recall": 0.2748,
       "f1": 0.1686
      },
      "FI": {
       "tp": 238,
       "fp": 2006,
       "fn": 740,
       "precision": 0.1061,
       "recall": 0.2434,
       "f1": 0.1477
      },
      "FR": {
       "tp": 288,
       "fp": 652,
       "fn": 595,
       "precision": 0.3064,
       "recall": 0.3262,
       "f1": 0.316
      },
      "FR_CA": {
       "tp": 289,
       "fp": 594,
       "fn": 642,
       "precision": 0.3273,
       "recall": 0.3104,
       "f1": 0.3186
      },
      "HE": {
       "tp": 171,
       "fp": 740,
       "fn": 759,
       "precision": 0.1877,
       "recall": 0.1839,
       "f1": 0.1858
      },
      "HI": {
       "tp": 212,
       "fp": 1166,
       "fn": 701,
       "precision": 0.1538,
       "recall": 0.2322,
       "f1": 0.1851
      },
      "HU": {
       "tp": 231,
       "fp": 1450,
       "fn": 717,
       "precision": 0.1374,
       "recall": 0.2437,
       "f1": 0.1757
      },
      "IT": {
       "tp": 282,
       "fp": 2099,
       "fn": 754,
       "precision": 0.1184,
       "recall": 0.2722,
       "f1": 0.1651
      },
      "JA": {
       "tp": 105,
       "fp": 924,
       "fn": 797,
       "precision": 0.102,
       "recall": 0.1164,
       "f1": 0.1088
      },
      "KO": {
       "tp": 121,
       "fp": 1071,
       "fn": 712,
       "precision": 0.1015,
       "recall": 0.1453,
       "f1": 0.1195
      },
      "NL": {
       "tp": 230,
       "fp": 1802,
       "fn": 879,
       "precision": 0.1132,
       "recall": 0.2074,
       "f1": 0.1465
      },
      "NO": {
       "tp": 226,
       "fp": 1844,
       "fn": 669,
       "precision": 0.1092,
       "recall": 0.2525,
       "f1": 0.1524
      },
      "PT_BR": {
       "tp": 296,
       "fp": 2356,
       "fn": 969,
       "precision": 0.1116,
       "recall": 0.234,
       "f1": 0.1511
      },
      "PT_EU": {
       "tp": 206,
       "fp": 2135,
       "fn": 655,
       "precision": 0.088,
       "recall": 0.2393,
       "f1": 0.1287
      },
      "RU": {
       "tp": 172,
       "fp": 1317,
       "fn": 586,
       "precision": 0.1155,
       "recall": 0.2269,
       "f1": 0.1531
      },
      "SV": {
       "tp": 248,
       "fp": 1784,
       "fn": 772,
       "precision": 0.122,
       "recall": 0.2431,
       "f1": 0.1625
      },
      "TH": {
       "tp": 102,
       "fp": 687,
       "fn": 552,
       "precision": 0.1293,
       "recall": 0.156,
       "f1": 0.1414
      },
      "TR": {
       "tp": 279,
       "fp": 2323,
       "fn": 963,
       "precision": 0.1072,
       "recall": 0.2246,
       "f1": 0.1452
      },
      "ZH_CN": {
       "tp": 89,
       "fp": 947,
       "fn": 846,
       "precision": 0.0859,
       "recall": 0.0952,
       "f1": 0.0903
      },
      "ZH_TW": {
       "tp": 87,
       "fp": 781,
       "fn": 676,
       "precision": 0.1002,
       "recall": 0.114,
       "f1": 0.1067
      }
     },
     "F5": {
      "complete": {
       "recall": 0.2277,
       "support": 23820
      },
      "obfuscated": {
       "recall": 0.1333,
       "support": 15
      },
      "partial": {
       "recall": 0.022,
       "support": 364
      }
     },
     "F6": {
      "HIGH": {
       "recall": 0.1288,
       "support": 4085
      },
      "LOW": {
       "recall": 0.1071,
       "support": 5088
      },
      "MEDIUM": {
       "recall": 0.2904,
       "support": 15026
      }
     }
    }
   }
  },
  "file": {
   "route": "fichier",
   "fiches": 1000,
   "erreurs": 0,
   "manquantes": 0,
   "imbriques": 405,
   "directs": {
    "total": 17103,
    "touches": 16919,
    "caches": 15220,
    "touches_pct": 98.9,
    "caches_pct": 89,
    "intacts": 184
   },
   "niveaux": {
    "LOW": {
     "total": 5043,
     "touches": 4037,
     "caches": 3090,
     "touches_pct": 80.1,
     "caches_pct": 61.3
    },
    "MEDIUM": {
     "total": 14761,
     "touches": 14490,
     "caches": 13350,
     "touches_pct": 98.2,
     "caches_pct": 90.4
    },
    "HIGH": {
     "total": 3624,
     "touches": 3055,
     "caches": 2132,
     "touches_pct": 84.3,
     "caches_pct": 58.8
    }
   },
   "dates_de_naissance": {
    "total": 570,
    "lisibles": 357,
    "caches": 162,
    "lisibles_pct": 62.6,
    "caches_pct": 28.4
   },
   "texte_ordinaire_code_pct": {
    "AR": 77,
    "CS": 74.1,
    "DA": 67.3,
    "DE": 79.6,
    "EN": 24.9,
    "ES": 69.4,
    "FI": 78.3,
    "FR": 10.8,
    "FR_CA": 9.2,
    "HE": 66,
    "HI": 51.5,
    "HU": 74,
    "IT": 66.6,
    "JA": 74.3,
    "KO": 81.1,
    "NL": 61.7,
    "NO": 73,
    "PT_BR": 70.1,
    "PT_EU": 67.1,
    "RU": 83.6,
    "SV": 74.6,
    "TH": 79.9,
    "TR": 86.8,
    "ZH_CN": 77.5,
    "ZH_TW": 62.6
   },
   "decodage_exact": {
    "texte": 372,
    "fichier": 765,
    "sur": 1000
   },
   "officiel": {
    "partial": {
     "tp": 6794,
     "fp": 38135,
     "fn": 17405,
     "precision": 0.1512,
     "recall": 0.2808,
     "f1": 0.1966,
     "macro_f1": 0.0626,
     "per_type": {
      "Account_Statements": {
       "tp": 0,
       "fp": 0,
       "fn": 75,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Address_Personal": {
       "tp": 52,
       "fp": 48,
       "fn": 469,
       "precision": 0.52,
       "recall": 0.0998,
       "f1": 0.1675
      },
      "Address_Work": {
       "tp": 0,
       "fp": 0,
       "fn": 185,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Age": {
       "tp": 0,
       "fp": 0,
       "fn": 115,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Allergy_Information": {
       "tp": 0,
       "fp": 0,
       "fn": 85,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Building_Badge_Card_Number": {
       "tp": 0,
       "fp": 0,
       "fn": 43,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Business_Title": {
       "tp": 0,
       "fp": 0,
       "fn": 537,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Citizenship_Status": {
       "tp": 0,
       "fp": 0,
       "fn": 62,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "City": {
       "tp": 0,
       "fp": 0,
       "fn": 954,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Compensation_and_Salary": {
       "tp": 0,
       "fp": 0,
       "fn": 219,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Country_of_Residence": {
       "tp": 0,
       "fp": 0,
       "fn": 32,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Credit_Card_Numbers": {
       "tp": 12,
       "fp": 20,
       "fn": 120,
       "precision": 0.375,
       "recall": 0.0909,
       "f1": 0.1463
      },
      "Crime": {
       "tp": 0,
       "fp": 0,
       "fn": 114,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Customer_Reference_Number": {
       "tp": 1285,
       "fp": 3472,
       "fn": 506,
       "precision": 0.2701,
       "recall": 0.7175,
       "f1": 0.3925
      },
      "Date_Time": {
       "tp": 0,
       "fp": 0,
       "fn": 1422,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Date_of_Birth": {
       "tp": 51,
       "fp": 0,
       "fn": 535,
       "precision": 1,
       "recall": 0.087,
       "f1": 0.1601
      },
      "Disciplinary_Action": {
       "tp": 0,
       "fp": 0,
       "fn": 18,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Driving_License_Number": {
       "tp": 0,
       "fp": 0,
       "fn": 41,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Emergency_Contact_Details": {
       "tp": 0,
       "fp": 0,
       "fn": 24,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Employee_ID_Number": {
       "tp": 0,
       "fp": 0,
       "fn": 560,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "First_Given_Name": {
       "tp": 277,
       "fp": 613,
       "fn": 2942,
       "precision": 0.3112,
       "recall": 0.0861,
       "f1": 0.1348
      },
      "Full_Name": {
       "tp": 2716,
       "fp": 3408,
       "fn": 1442,
       "precision": 0.4435,
       "recall": 0.6532,
       "f1": 0.5283
      },
      "Gender": {
       "tp": 0,
       "fp": 0,
       "fn": 130,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Geolocation_Data": {
       "tp": 0,
       "fp": 0,
       "fn": 55,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Last_Family_Name": {
       "tp": 596,
       "fp": 25331,
       "fn": 2672,
       "precision": 0.023,
       "recall": 0.1824,
       "f1": 0.0408
      },
      "Location": {
       "tp": 0,
       "fp": 0,
       "fn": 121,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Marital_Status": {
       "tp": 0,
       "fp": 0,
       "fn": 126,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Medical_Information": {
       "tp": 0,
       "fp": 0,
       "fn": 317,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "National_Identification_Number": {
       "tp": 12,
       "fp": 87,
       "fn": 595,
       "precision": 0.1212,
       "recall": 0.0198,
       "f1": 0.034
      },
      "Nationality": {
       "tp": 0,
       "fp": 0,
       "fn": 219,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Org_Name": {
       "tp": 290,
       "fp": 4100,
       "fn": 675,
       "precision": 0.0661,
       "recall": 0.3005,
       "f1": 0.1083
      },
      "PEP_Status": {
       "tp": 0,
       "fp": 0,
       "fn": 46,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Passport_Number": {
       "tp": 0,
       "fp": 0,
       "fn": 126,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Password": {
       "tp": 0,
       "fp": 0,
       "fn": 39,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Performance_Assessment": {
       "tp": 0,
       "fp": 0,
       "fn": 37,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Personal_Email_Address": {
       "tp": 0,
       "fp": 0,
       "fn": 452,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Place_of_Birth": {
       "tp": 0,
       "fp": 0,
       "fn": 38,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Political_Party": {
       "tp": 0,
       "fp": 0,
       "fn": 45,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Preferred_Name": {
       "tp": 0,
       "fp": 0,
       "fn": 87,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Professional_Background": {
       "tp": 0,
       "fp": 0,
       "fn": 33,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Religion": {
       "tp": 0,
       "fp": 0,
       "fn": 67,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Sex_Orientation": {
       "tp": 0,
       "fp": 0,
       "fn": 65,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Sickness_Day_Records": {
       "tp": 0,
       "fp": 0,
       "fn": 36,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Social_Media_Identifiers": {
       "tp": 9,
       "fp": 87,
       "fn": 172,
       "precision": 0.0938,
       "recall": 0.0497,
       "f1": 0.065
      },
      "State": {
       "tp": 0,
       "fp": 0,
       "fn": 111,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Static_IP_Address": {
       "tp": 0,
       "fp": 0,
       "fn": 103,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Tax_Reference_Number": {
       "tp": 0,
       "fp": 12,
       "fn": 38,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Telephone_Numbers_Personal": {
       "tp": 484,
       "fp": 476,
       "fn": 132,
       "precision": 0.5042,
       "recall": 0.7857,
       "f1": 0.6142
      },
      "Telephone_Numbers_Work": {
       "tp": 0,
       "fp": 0,
       "fn": 307,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Trade_Union_Membership": {
       "tp": 0,
       "fp": 0,
       "fn": 35,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Work_Email_Address": {
       "tp": 1010,
       "fp": 481,
       "fn": 26,
       "precision": 0.6774,
       "recall": 0.9749,
       "f1": 0.7994
      }
     },
     "per_language": {
      "AR": {
       "tp": 183,
       "fp": 940,
       "fn": 784,
       "precision": 0.163,
       "recall": 0.1892,
       "f1": 0.1751
      },
      "CS": {
       "tp": 321,
       "fp": 1822,
       "fn": 685,
       "precision": 0.1498,
       "recall": 0.3191,
       "f1": 0.2039
      },
      "DA": {
       "tp": 319,
       "fp": 1736,
       "fn": 763,
       "precision": 0.1552,
       "recall": 0.2948,
       "f1": 0.2034
      },
      "DE": {
       "tp": 346,
       "fp": 2842,
       "fn": 686,
       "precision": 0.1085,
       "recall": 0.3353,
       "f1": 0.164
      },
      "EN": {
       "tp": 383,
       "fp": 1910,
       "fn": 712,
       "precision": 0.167,
       "recall": 0.3498,
       "f1": 0.2261
      },
      "ES": {
       "tp": 377,
       "fp": 2399,
       "fn": 784,
       "precision": 0.1358,
       "recall": 0.3247,
       "f1": 0.1915
      },
      "FI": {
       "tp": 290,
       "fp": 2020,
       "fn": 688,
       "precision": 0.1255,
       "recall": 0.2965,
       "f1": 0.1764
      },
      "FR": {
       "tp": 330,
       "fp": 603,
       "fn": 553,
       "precision": 0.3537,
       "recall": 0.3737,
       "f1": 0.3634
      },
      "FR_CA": {
       "tp": 325,
       "fp": 559,
       "fn": 606,
       "precision": 0.3676,
       "recall": 0.3491,
       "f1": 0.3581
      },
      "HE": {
       "tp": 190,
       "fp": 839,
       "fn": 740,
       "precision": 0.1846,
       "recall": 0.2043,
       "f1": 0.194
      },
      "HI": {
       "tp": 259,
       "fp": 1138,
       "fn": 654,
       "precision": 0.1854,
       "recall": 0.2837,
       "f1": 0.2242
      },
      "HU": {
       "tp": 281,
       "fp": 1427,
       "fn": 667,
       "precision": 0.1645,
       "recall": 0.2964,
       "f1": 0.2116
      },
      "IT": {
       "tp": 336,
       "fp": 2123,
       "fn": 700,
       "precision": 0.1366,
       "recall": 0.3243,
       "f1": 0.1923
      },
      "JA": {
       "tp": 132,
       "fp": 924,
       "fn": 770,
       "precision": 0.125,
       "recall": 0.1463,
       "f1": 0.1348
      },
      "KO": {
       "tp": 150,
       "fp": 1013,
       "fn": 683,
       "precision": 0.129,
       "recall": 0.1801,
       "f1": 0.1503
      },
      "NL": {
       "tp": 349,
       "fp": 1701,
       "fn": 760,
       "precision": 0.1702,
       "recall": 0.3147,
       "f1": 0.221
      },
      "NO": {
       "tp": 265,
       "fp": 1851,
       "fn": 630,
       "precision": 0.1252,
       "recall": 0.2961,
       "f1": 0.176
      },
      "PT_BR": {
       "tp": 426,
       "fp": 2272,
       "fn": 839,
       "precision": 0.1579,
       "recall": 0.3368,
       "f1": 0.215
      },
      "PT_EU": {
       "tp": 269,
       "fp": 2150,
       "fn": 592,
       "precision": 0.1112,
       "recall": 0.3124,
       "f1": 0.164
      },
      "RU": {
       "tp": 200,
       "fp": 1305,
       "fn": 558,
       "precision": 0.1329,
       "recall": 0.2639,
       "f1": 0.1768
      },
      "SV": {
       "tp": 310,
       "fp": 1868,
       "fn": 710,
       "precision": 0.1423,
       "recall": 0.3039,
       "f1": 0.1939
      },
      "TH": {
       "tp": 125,
       "fp": 739,
       "fn": 529,
       "precision": 0.1447,
       "recall": 0.1911,
       "f1": 0.1647
      },
      "TR": {
       "tp": 398,
       "fp": 2238,
       "fn": 844,
       "precision": 0.151,
       "recall": 0.3205,
       "f1": 0.2053
      },
      "ZH_CN": {
       "tp": 129,
       "fp": 944,
       "fn": 806,
       "precision": 0.1202,
       "recall": 0.138,
       "f1": 0.1285
      },
      "ZH_TW": {
       "tp": 101,
       "fp": 772,
       "fn": 662,
       "precision": 0.1157,
       "recall": 0.1324,
       "f1": 0.1235
      }
     },
     "F5": {
      "complete": {
       "recall": 0.2845,
       "support": 23820
      },
      "obfuscated": {
       "recall": 0.2,
       "support": 15
      },
      "partial": {
       "recall": 0.0412,
       "support": 364
      }
     },
     "F6": {
      "HIGH": {
       "recall": 0.1608,
       "support": 4085
      },
      "LOW": {
       "recall": 0.1602,
       "support": 5088
      },
      "MEDIUM": {
       "recall": 0.3542,
       "support": 15026
      }
     }
    },
    "exact": {
     "tp": 5467,
     "fp": 39462,
     "fn": 18732,
     "precision": 0.1217,
     "recall": 0.2259,
     "f1": 0.1582,
     "macro_f1": 0.0534,
     "per_type": {
      "Account_Statements": {
       "tp": 0,
       "fp": 0,
       "fn": 75,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Address_Personal": {
       "tp": 2,
       "fp": 98,
       "fn": 519,
       "precision": 0.02,
       "recall": 0.0038,
       "f1": 0.0064
      },
      "Address_Work": {
       "tp": 0,
       "fp": 0,
       "fn": 185,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Age": {
       "tp": 0,
       "fp": 0,
       "fn": 115,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Allergy_Information": {
       "tp": 0,
       "fp": 0,
       "fn": 85,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Building_Badge_Card_Number": {
       "tp": 0,
       "fp": 0,
       "fn": 43,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Business_Title": {
       "tp": 0,
       "fp": 0,
       "fn": 537,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Citizenship_Status": {
       "tp": 0,
       "fp": 0,
       "fn": 62,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "City": {
       "tp": 0,
       "fp": 0,
       "fn": 954,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Compensation_and_Salary": {
       "tp": 0,
       "fp": 0,
       "fn": 219,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Country_of_Residence": {
       "tp": 0,
       "fp": 0,
       "fn": 32,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Credit_Card_Numbers": {
       "tp": 12,
       "fp": 20,
       "fn": 120,
       "precision": 0.375,
       "recall": 0.0909,
       "f1": 0.1463
      },
      "Crime": {
       "tp": 0,
       "fp": 0,
       "fn": 114,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Customer_Reference_Number": {
       "tp": 1105,
       "fp": 3652,
       "fn": 686,
       "precision": 0.2323,
       "recall": 0.617,
       "f1": 0.3375
      },
      "Date_Time": {
       "tp": 0,
       "fp": 0,
       "fn": 1422,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Date_of_Birth": {
       "tp": 51,
       "fp": 0,
       "fn": 535,
       "precision": 1,
       "recall": 0.087,
       "f1": 0.1601
      },
      "Disciplinary_Action": {
       "tp": 0,
       "fp": 0,
       "fn": 18,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Driving_License_Number": {
       "tp": 0,
       "fp": 0,
       "fn": 41,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Emergency_Contact_Details": {
       "tp": 0,
       "fp": 0,
       "fn": 24,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Employee_ID_Number": {
       "tp": 0,
       "fp": 0,
       "fn": 560,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "First_Given_Name": {
       "tp": 271,
       "fp": 619,
       "fn": 2948,
       "precision": 0.3045,
       "recall": 0.0842,
       "f1": 0.1319
      },
      "Full_Name": {
       "tp": 2166,
       "fp": 3958,
       "fn": 1992,
       "precision": 0.3537,
       "recall": 0.5209,
       "f1": 0.4213
      },
      "Gender": {
       "tp": 0,
       "fp": 0,
       "fn": 130,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Geolocation_Data": {
       "tp": 0,
       "fp": 0,
       "fn": 55,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Last_Family_Name": {
       "tp": 280,
       "fp": 25647,
       "fn": 2988,
       "precision": 0.0108,
       "recall": 0.0857,
       "f1": 0.0192
      },
      "Location": {
       "tp": 0,
       "fp": 0,
       "fn": 121,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Marital_Status": {
       "tp": 0,
       "fp": 0,
       "fn": 126,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Medical_Information": {
       "tp": 0,
       "fp": 0,
       "fn": 317,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "National_Identification_Number": {
       "tp": 12,
       "fp": 87,
       "fn": 595,
       "precision": 0.1212,
       "recall": 0.0198,
       "f1": 0.034
      },
      "Nationality": {
       "tp": 0,
       "fp": 0,
       "fn": 219,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Org_Name": {
       "tp": 98,
       "fp": 4292,
       "fn": 867,
       "precision": 0.0223,
       "recall": 0.1016,
       "f1": 0.0366
      },
      "PEP_Status": {
       "tp": 0,
       "fp": 0,
       "fn": 46,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Passport_Number": {
       "tp": 0,
       "fp": 0,
       "fn": 126,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Password": {
       "tp": 0,
       "fp": 0,
       "fn": 39,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Performance_Assessment": {
       "tp": 0,
       "fp": 0,
       "fn": 37,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Personal_Email_Address": {
       "tp": 0,
       "fp": 0,
       "fn": 452,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Place_of_Birth": {
       "tp": 0,
       "fp": 0,
       "fn": 38,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Political_Party": {
       "tp": 0,
       "fp": 0,
       "fn": 45,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Preferred_Name": {
       "tp": 0,
       "fp": 0,
       "fn": 87,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Professional_Background": {
       "tp": 0,
       "fp": 0,
       "fn": 33,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Religion": {
       "tp": 0,
       "fp": 0,
       "fn": 67,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Sex_Orientation": {
       "tp": 0,
       "fp": 0,
       "fn": 65,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Sickness_Day_Records": {
       "tp": 0,
       "fp": 0,
       "fn": 36,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Social_Media_Identifiers": {
       "tp": 7,
       "fp": 89,
       "fn": 174,
       "precision": 0.0729,
       "recall": 0.0387,
       "f1": 0.0505
      },
      "State": {
       "tp": 0,
       "fp": 0,
       "fn": 111,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Static_IP_Address": {
       "tp": 0,
       "fp": 0,
       "fn": 103,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Tax_Reference_Number": {
       "tp": 0,
       "fp": 12,
       "fn": 38,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Telephone_Numbers_Personal": {
       "tp": 461,
       "fp": 499,
       "fn": 155,
       "precision": 0.4802,
       "recall": 0.7484,
       "f1": 0.585
      },
      "Telephone_Numbers_Work": {
       "tp": 0,
       "fp": 0,
       "fn": 307,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Trade_Union_Membership": {
       "tp": 0,
       "fp": 0,
       "fn": 35,
       "precision": 0,
       "recall": 0,
       "f1": 0
      },
      "Work_Email_Address": {
       "tp": 1002,
       "fp": 489,
       "fn": 34,
       "precision": 0.672,
       "recall": 0.9672,
       "f1": 0.793
      }
     },
     "per_language": {
      "AR": {
       "tp": 154,
       "fp": 969,
       "fn": 813,
       "precision": 0.1371,
       "recall": 0.1593,
       "f1": 0.1474
      },
      "CS": {
       "tp": 265,
       "fp": 1878,
       "fn": 741,
       "precision": 0.1237,
       "recall": 0.2634,
       "f1": 0.1683
      },
      "DA": {
       "tp": 249,
       "fp": 1806,
       "fn": 833,
       "precision": 0.1212,
       "recall": 0.2301,
       "f1": 0.1588
      },
      "DE": {
       "tp": 255,
       "fp": 2933,
       "fn": 777,
       "precision": 0.08,
       "recall": 0.2471,
       "f1": 0.1209
      },
      "EN": {
       "tp": 320,
       "fp": 1973,
       "fn": 775,
       "precision": 0.1396,
       "recall": 0.2922,
       "f1": 0.1889
      },
      "ES": {
       "tp": 319,
       "fp": 2457,
       "fn": 842,
       "precision": 0.1149,
       "recall": 0.2748,
       "f1": 0.1621
      },
      "FI": {
       "tp": 244,
       "fp": 2066,
       "fn": 734,
       "precision": 0.1056,
       "recall": 0.2495,
       "f1": 0.1484
      },
      "FR": {
       "tp": 288,
       "fp": 645,
       "fn": 595,
       "precision": 0.3087,
       "recall": 0.3262,
       "f1": 0.3172
      },
      "FR_CA": {
       "tp": 288,
       "fp": 596,
       "fn": 643,
       "precision": 0.3258,
       "recall": 0.3093,
       "f1": 0.3174
      },
      "HE": {
       "tp": 171,
       "fp": 858,
       "fn": 759,
       "precision": 0.1662,
       "recall": 0.1839,
       "f1": 0.1746
      },
      "HI": {
       "tp": 215,
       "fp": 1182,
       "fn": 698,
       "precision": 0.1539,
       "recall": 0.2355,
       "f1": 0.1861
      },
      "HU": {
       "tp": 240,
       "fp": 1468,
       "fn": 708,
       "precision": 0.1405,
       "recall": 0.2532,
       "f1": 0.1807
      },
      "IT": {
       "tp": 282,
       "fp": 2177,
       "fn": 754,
       "precision": 0.1147,
       "recall": 0.2722,
       "f1": 0.1614
      },
      "JA": {
       "tp": 105,
       "fp": 951,
       "fn": 797,
       "precision": 0.0994,
       "recall": 0.1164,
       "f1": 0.1073
      },
      "KO": {
       "tp": 121,
       "fp": 1042,
       "fn": 712,
       "precision": 0.104,
       "recall": 0.1453,
       "f1": 0.1212
      },
      "NL": {
       "tp": 210,
       "fp": 1840,
       "fn": 899,
       "precision": 0.1024,
       "recall": 0.1894,
       "f1": 0.133
      },
      "NO": {
       "tp": 230,
       "fp": 1886,
       "fn": 665,
       "precision": 0.1087,
       "recall": 0.257,
       "f1": 0.1528
      },
      "PT_BR": {
       "tp": 302,
       "fp": 2396,
       "fn": 963,
       "precision": 0.1119,
       "recall": 0.2387,
       "f1": 0.1524
      },
      "PT_EU": {
       "tp": 210,
       "fp": 2209,
       "fn": 651,
       "precision": 0.0868,
       "recall": 0.2439,
       "f1": 0.128
      },
      "RU": {
       "tp": 179,
       "fp": 1326,
       "fn": 579,
       "precision": 0.1189,
       "recall": 0.2361,
       "f1": 0.1582
      },
      "SV": {
       "tp": 255,
       "fp": 1923,
       "fn": 765,
       "precision": 0.1171,
       "recall": 0.25,
       "f1": 0.1595
      },
      "TH": {
       "tp": 103,
       "fp": 761,
       "fn": 551,
       "precision": 0.1192,
       "recall": 0.1575,
       "f1": 0.1357
      },
      "TR": {
       "tp": 280,
       "fp": 2356,
       "fn": 962,
       "precision": 0.1062,
       "recall": 0.2254,
       "f1": 0.1444
      },
      "ZH_CN": {
       "tp": 93,
       "fp": 980,
       "fn": 842,
       "precision": 0.0867,
       "recall": 0.0995,
       "f1": 0.0926
      },
      "ZH_TW": {
       "tp": 89,
       "fp": 784,
       "fn": 674,
       "precision": 0.1019,
       "recall": 0.1166,
       "f1": 0.1088
      }
     },
     "F5": {
      "complete": {
       "recall": 0.2291,
       "support": 23820
      },
      "obfuscated": {
       "recall": 0.1333,
       "support": 15
      },
      "partial": {
       "recall": 0.022,
       "support": 364
      }
     },
     "F6": {
      "HIGH": {
       "recall": 0.1288,
       "support": 4085
      },
      "LOW": {
       "recall": 0.1071,
       "support": 5088
      },
      "MEDIUM": {
       "recall": 0.2926,
       "support": 15026
      }
     }
    }
   }
  }
 },
 "comparison": null,
 "published_detectors": [
  {
   "name": "Presidio",
   "partial_micro_f1": 0.195,
   "macro_f1": 0.063,
   "exact_micro_f1": 0.145
  },
  {
   "name": "GLiNER-multi",
   "partial_micro_f1": 0.32,
   "macro_f1": 0.224,
   "exact_micro_f1": 0.293
  },
  {
   "name": "OpenAI Privacy Filter",
   "partial_micro_f1": 0.512,
   "macro_f1": 0.254,
   "exact_micro_f1": 0.171
  },
  {
   "name": "GPT-4.1",
   "partial_micro_f1": 0.597,
   "macro_f1": 0.565,
   "exact_micro_f1": 0.558
  },
  {
   "name": "Claude Sonnet 4.6",
   "partial_micro_f1": 0.636,
   "macro_f1": 0.619,
   "exact_micro_f1": 0.602
  }
 ]
}