{ "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": "2.85.1", "commit": "07583b1", "date": "2026-11-06", "harness": "connecteur/bench/redact (passer.mjs, noter.mjs, comparer.mjs, types.mjs)", "routes": { "text": { "route": "vu", "fiches": 1000, "erreurs": 0, "manquantes": 0, "imbriques": 360, "directs": { "total": 17103, "touches": 17020, "caches": 16345, "touches_pct": 99.5, "caches_pct": 95.6, "intacts": 83 }, "niveaux": { "LOW": { "total": 5043, "touches": 4074, "caches": 3174, "touches_pct": 80.8, "caches_pct": 62.9 }, "MEDIUM": { "total": 14761, "touches": 14501, "caches": 14045, "touches_pct": 98.2, "caches_pct": 95.1 }, "HIGH": { "total": 3624, "touches": 3402, "caches": 2811, "touches_pct": 93.9, "caches_pct": 77.6 } }, "dates_de_naissance": { "total": 570, "lisibles": 29, "caches": 533, "lisibles_pct": 5.1, "caches_pct": 93.5 }, "texte_ordinaire_code_pct": { "AR": 69.9, "CS": 72.4, "DA": 66.4, "DE": 46.1, "EN": 27.2, "ES": 54.2, "FI": 78.2, "FR": 12.9, "FR_CA": 11.2, "HE": 66.2, "HI": 52.1, "HU": 73, "IT": 44.1, "JA": 69.4, "KO": 79.4, "NL": 46.2, "NO": 71.8, "PT_BR": 47.9, "PT_EU": 49.4, "RU": 82.8, "SV": 72.9, "TH": 76.6, "TR": 60.5, "ZH_CN": 79.3, "ZH_TW": 61.8 }, "decodage_exact": { "texte": 471, "fichier": 465, "sur": 1000 }, "officiel": { "partial": { "tp": 7715, "fp": 37160, "fn": 16484, "precision": 0.1719, "recall": 0.3188, "f1": 0.2234, "macro_f1": 0.1016, "per_type": { "Account_Statements": { "tp": 0, "fp": 0, "fn": 75, "precision": 0, "recall": 0, "f1": 0 }, "Address_Personal": { "tp": 279, "fp": 378, "fn": 242, "precision": 0.4247, "recall": 0.5355, "f1": 0.4737 }, "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": 59, "fp": 32, "fn": 73, "precision": 0.6484, "recall": 0.447, "f1": 0.5291 }, "Crime": { "tp": 0, "fp": 0, "fn": 114, "precision": 0, "recall": 0, "f1": 0 }, "Customer_Reference_Number": { "tp": 1305, "fp": 3829, "fn": 486, "precision": 0.2542, "recall": 0.7286, "f1": 0.3769 }, "Date_Time": { "tp": 0, "fp": 0, "fn": 1422, "precision": 0, "recall": 0, "f1": 0 }, "Date_of_Birth": { "tp": 433, "fp": 47, "fn": 153, "precision": 0.9021, "recall": 0.7389, "f1": 0.8124 }, "Disciplinary_Action": { "tp": 0, "fp": 0, "fn": 18, "precision": 0, "recall": 0, "f1": 0 }, "Driving_License_Number": { "tp": 6, "fp": 15, "fn": 35, "precision": 0.2857, "recall": 0.1463, "f1": 0.1935 }, "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": 210, "fp": 484, "fn": 3009, "precision": 0.3026, "recall": 0.0652, "f1": 0.1073 }, "Full_Name": { "tp": 3146, "fp": 4625, "fn": 1012, "precision": 0.4048, "recall": 0.7566, "f1": 0.5275 }, "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": 245, "fp": 22638, "fn": 3023, "precision": 0.0107, "recall": 0.075, "f1": 0.0187 }, "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": 76, "fp": 154, "fn": 531, "precision": 0.3304, "recall": 0.1252, "f1": 0.1816 }, "Nationality": { "tp": 0, "fp": 0, "fn": 219, "precision": 0, "recall": 0, "f1": 0 }, "Org_Name": { "tp": 276, "fp": 3409, "fn": 689, "precision": 0.0749, "recall": 0.286, "f1": 0.1187 }, "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": 128, "fp": 263, "fn": 53, "precision": 0.3274, "recall": 0.7072, "f1": 0.4476 }, "State": { "tp": 0, "fp": 0, "fn": 111, "precision": 0, "recall": 0, "f1": 0 }, "Static_IP_Address": { "tp": 2, "fp": 42, "fn": 101, "precision": 0.0455, "recall": 0.0194, "f1": 0.0272 }, "Tax_Reference_Number": { "tp": 0, "fp": 9, "fn": 38, "precision": 0, "recall": 0, "f1": 0 }, "Telephone_Numbers_Personal": { "tp": 536, "fp": 623, "fn": 80, "precision": 0.4625, "recall": 0.8701, "f1": 0.6039 }, "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": 1014, "fp": 612, "fn": 22, "precision": 0.6236, "recall": 0.9788, "f1": 0.7618 } }, "per_language": { "AR": { "tp": 291, "fp": 990, "fn": 676, "precision": 0.2272, "recall": 0.3009, "f1": 0.2589 }, "CS": { "tp": 349, "fp": 1760, "fn": 657, "precision": 0.1655, "recall": 0.3469, "f1": 0.2241 }, "DA": { "tp": 303, "fp": 1772, "fn": 779, "precision": 0.146, "recall": 0.28, "f1": 0.192 }, "DE": { "tp": 384, "fp": 2214, "fn": 648, "precision": 0.1478, "recall": 0.3721, "f1": 0.2116 }, "EN": { "tp": 398, "fp": 2142, "fn": 697, "precision": 0.1567, "recall": 0.3635, "f1": 0.219 }, "ES": { "tp": 426, "fp": 2204, "fn": 735, "precision": 0.162, "recall": 0.3669, "f1": 0.2247 }, "FI": { "tp": 347, "fp": 2011, "fn": 631, "precision": 0.1472, "recall": 0.3548, "f1": 0.208 }, "FR": { "tp": 332, "fp": 745, "fn": 551, "precision": 0.3083, "recall": 0.376, "f1": 0.3388 }, "FR_CA": { "tp": 346, "fp": 646, "fn": 585, "precision": 0.3488, "recall": 0.3716, "f1": 0.3599 }, "HE": { "tp": 323, "fp": 807, "fn": 607, "precision": 0.2858, "recall": 0.3473, "f1": 0.3136 }, "HI": { "tp": 274, "fp": 1311, "fn": 639, "precision": 0.1729, "recall": 0.3001, "f1": 0.2194 }, "HU": { "tp": 329, "fp": 1452, "fn": 619, "precision": 0.1847, "recall": 0.347, "f1": 0.2411 }, "IT": { "tp": 356, "fp": 1967, "fn": 680, "precision": 0.1533, "recall": 0.3436, "f1": 0.212 }, "JA": { "tp": 166, "fp": 941, "fn": 736, "precision": 0.15, "recall": 0.184, "f1": 0.1653 }, "KO": { "tp": 194, "fp": 1112, "fn": 639, "precision": 0.1485, "recall": 0.2329, "f1": 0.1814 }, "NL": { "tp": 396, "fp": 1442, "fn": 713, "precision": 0.2155, "recall": 0.3571, "f1": 0.2687 }, "NO": { "tp": 307, "fp": 1819, "fn": 588, "precision": 0.1444, "recall": 0.343, "f1": 0.2032 }, "PT_BR": { "tp": 449, "fp": 2062, "fn": 816, "precision": 0.1788, "recall": 0.3549, "f1": 0.2378 }, "PT_EU": { "tp": 303, "fp": 1974, "fn": 558, "precision": 0.1331, "recall": 0.3519, "f1": 0.1931 }, "RU": { "tp": 234, "fp": 1311, "fn": 524, "precision": 0.1515, "recall": 0.3087, "f1": 0.2032 }, "SV": { "tp": 340, "fp": 1797, "fn": 680, "precision": 0.1591, "recall": 0.3333, "f1": 0.2154 }, "TH": { "tp": 163, "fp": 770, "fn": 491, "precision": 0.1747, "recall": 0.2492, "f1": 0.2054 }, "TR": { "tp": 409, "fp": 2166, "fn": 833, "precision": 0.1588, "recall": 0.3293, "f1": 0.2143 }, "ZH_CN": { "tp": 163, "fp": 924, "fn": 772, "precision": 0.15, "recall": 0.1743, "f1": 0.1612 }, "ZH_TW": { "tp": 133, "fp": 821, "fn": 630, "precision": 0.1394, "recall": 0.1743, "f1": 0.1549 } }, "F5": { "complete": { "recall": 0.3194, "support": 23820 }, "obfuscated": { "recall": 0.2, "support": 15 }, "partial": { "recall": 0.2885, "support": 364 } }, "F6": { "HIGH": { "recall": 0.3373, "support": 4085 }, "LOW": { "recall": 0.157, "support": 5088 }, "MEDIUM": { "recall": 0.3686, "support": 15026 } } }, "exact": { "tp": 6515, "fp": 38360, "fn": 17684, "precision": 0.1452, "recall": 0.2692, "f1": 0.1886, "macro_f1": 0.0878, "per_type": { "Account_Statements": { "tp": 0, "fp": 0, "fn": 75, "precision": 0, "recall": 0, "f1": 0 }, "Address_Personal": { "tp": 206, "fp": 451, "fn": 315, "precision": 0.3135, "recall": 0.3954, "f1": 0.3497 }, "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": 41, "fp": 50, "fn": 91, "precision": 0.4505, "recall": 0.3106, "f1": 0.3677 }, "Crime": { "tp": 0, "fp": 0, "fn": 114, "precision": 0, "recall": 0, "f1": 0 }, "Customer_Reference_Number": { "tp": 1162, "fp": 3972, "fn": 629, "precision": 0.2263, "recall": 0.6488, "f1": 0.3356 }, "Date_Time": { "tp": 0, "fp": 0, "fn": 1422, "precision": 0, "recall": 0, "f1": 0 }, "Date_of_Birth": { "tp": 420, "fp": 60, "fn": 166, "precision": 0.875, "recall": 0.7167, "f1": 0.788 }, "Disciplinary_Action": { "tp": 0, "fp": 0, "fn": 18, "precision": 0, "recall": 0, "f1": 0 }, "Driving_License_Number": { "tp": 4, "fp": 17, "fn": 37, "precision": 0.1905, "recall": 0.0976, "f1": 0.129 }, "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": 208, "fp": 486, "fn": 3011, "precision": 0.2997, "recall": 0.0646, "f1": 0.1063 }, "Full_Name": { "tp": 2513, "fp": 5258, "fn": 1645, "precision": 0.3234, "recall": 0.6044, "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": 145, "fp": 22738, "fn": 3123, "precision": 0.0063, "recall": 0.0444, "f1": 0.0111 }, "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": 56, "fp": 174, "fn": 551, "precision": 0.2435, "recall": 0.0923, "f1": 0.1338 }, "Nationality": { "tp": 0, "fp": 0, "fn": 219, "precision": 0, "recall": 0, "f1": 0 }, "Org_Name": { "tp": 118, "fp": 3567, "fn": 847, "precision": 0.032, "recall": 0.1223, "f1": 0.0508 }, "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": 122, "fp": 269, "fn": 59, "precision": 0.312, "recall": 0.674, "f1": 0.4266 }, "State": { "tp": 0, "fp": 0, "fn": 111, "precision": 0, "recall": 0, "f1": 0 }, "Static_IP_Address": { "tp": 2, "fp": 42, "fn": 101, "precision": 0.0455, "recall": 0.0194, "f1": 0.0272 }, "Tax_Reference_Number": { "tp": 0, "fp": 9, "fn": 38, "precision": 0, "recall": 0, "f1": 0 }, "Telephone_Numbers_Personal": { "tp": 511, "fp": 648, "fn": 105, "precision": 0.4409, "recall": 0.8295, "f1": 0.5758 }, "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": 1007, "fp": 619, "fn": 29, "precision": 0.6193, "recall": 0.972, "f1": 0.7566 } }, "per_language": { "AR": { "tp": 251, "fp": 1030, "fn": 716, "precision": 0.1959, "recall": 0.2596, "f1": 0.2233 }, "CS": { "tp": 287, "fp": 1822, "fn": 719, "precision": 0.1361, "recall": 0.2853, "f1": 0.1843 }, "DA": { "tp": 274, "fp": 1801, "fn": 808, "precision": 0.132, "recall": 0.2532, "f1": 0.1736 }, "DE": { "tp": 318, "fp": 2280, "fn": 714, "precision": 0.1224, "recall": 0.3081, "f1": 0.1752 }, "EN": { "tp": 350, "fp": 2190, "fn": 745, "precision": 0.1378, "recall": 0.3196, "f1": 0.1926 }, "ES": { "tp": 342, "fp": 2288, "fn": 819, "precision": 0.13, "recall": 0.2946, "f1": 0.1804 }, "FI": { "tp": 292, "fp": 2066, "fn": 686, "precision": 0.1238, "recall": 0.2986, "f1": 0.1751 }, "FR": { "tp": 273, "fp": 804, "fn": 610, "precision": 0.2535, "recall": 0.3092, "f1": 0.2786 }, "FR_CA": { "tp": 290, "fp": 702, "fn": 641, "precision": 0.2923, "recall": 0.3115, "f1": 0.3016 }, "HE": { "tp": 299, "fp": 831, "fn": 631, "precision": 0.2646, "recall": 0.3215, "f1": 0.2903 }, "HI": { "tp": 217, "fp": 1368, "fn": 696, "precision": 0.1369, "recall": 0.2377, "f1": 0.1737 }, "HU": { "tp": 290, "fp": 1491, "fn": 658, "precision": 0.1628, "recall": 0.3059, "f1": 0.2125 }, "IT": { "tp": 312, "fp": 2011, "fn": 724, "precision": 0.1343, "recall": 0.3012, "f1": 0.1858 }, "JA": { "tp": 144, "fp": 963, "fn": 758, "precision": 0.1301, "recall": 0.1596, "f1": 0.1434 }, "KO": { "tp": 149, "fp": 1157, "fn": 684, "precision": 0.1141, "recall": 0.1789, "f1": 0.1393 }, "NL": { "tp": 335, "fp": 1503, "fn": 774, "precision": 0.1823, "recall": 0.3021, "f1": 0.2273 }, "NO": { "tp": 274, "fp": 1852, "fn": 621, "precision": 0.1289, "recall": 0.3061, "f1": 0.1814 }, "PT_BR": { "tp": 367, "fp": 2144, "fn": 898, "precision": 0.1462, "recall": 0.2901, "f1": 0.1944 }, "PT_EU": { "tp": 268, "fp": 2009, "fn": 593, "precision": 0.1177, "recall": 0.3113, "f1": 0.1708 }, "RU": { "tp": 208, "fp": 1337, "fn": 550, "precision": 0.1346, "recall": 0.2744, "f1": 0.1806 }, "SV": { "tp": 283, "fp": 1854, "fn": 737, "precision": 0.1324, "recall": 0.2775, "f1": 0.1793 }, "TH": { "tp": 140, "fp": 793, "fn": 514, "precision": 0.1501, "recall": 0.2141, "f1": 0.1764 }, "TR": { "tp": 327, "fp": 2248, "fn": 915, "precision": 0.127, "recall": 0.2633, "f1": 0.1713 }, "ZH_CN": { "tp": 114, "fp": 973, "fn": 821, "precision": 0.1049, "recall": 0.1219, "f1": 0.1128 }, "ZH_TW": { "tp": 111, "fp": 843, "fn": 652, "precision": 0.1164, "recall": 0.1455, "f1": 0.1293 } }, "F5": { "complete": { "recall": 0.2702, "support": 23820 }, "obfuscated": { "recall": 0.1333, "support": 15 }, "partial": { "recall": 0.2088, "support": 364 } }, "F6": { "HIGH": { "recall": 0.296, "support": 4085 }, "LOW": { "recall": 0.1165, "support": 5088 }, "MEDIUM": { "recall": 0.3137, "support": 15026 } } } } }, "file": { "route": "fichier", "fiches": 1000, "erreurs": 0, "manquantes": 0, "imbriques": 364, "directs": { "total": 17103, "touches": 17028, "caches": 16351, "touches_pct": 99.6, "caches_pct": 95.6, "intacts": 75 }, "niveaux": { "LOW": { "total": 5043, "touches": 4099, "caches": 3249, "touches_pct": 81.3, "caches_pct": 64.4 }, "MEDIUM": { "total": 14761, "touches": 14515, "caches": 14060, "touches_pct": 98.3, "caches_pct": 95.3 }, "HIGH": { "total": 3624, "touches": 3401, "caches": 2817, "touches_pct": 93.8, "caches_pct": 77.7 } }, "dates_de_naissance": { "total": 570, "lisibles": 32, "caches": 527, "lisibles_pct": 5.6, "caches_pct": 92.5 }, "texte_ordinaire_code_pct": { "AR": 73, "CS": 75.4, "DA": 68.6, "DE": 47.6, "EN": 29.1, "ES": 46.8, "FI": 80.3, "FR": 13.1, "FR_CA": 11.4, "HE": 66.4, "HI": 54.1, "HU": 75.4, "IT": 41.4, "JA": 74.6, "KO": 82.4, "NL": 46.4, "NO": 74.8, "PT_BR": 44.4, "PT_EU": 45.8, "RU": 84.2, "SV": 75.3, "TH": 80.8, "TR": 55.6, "ZH_CN": 80.6, "ZH_TW": 64.6 }, "decodage_exact": { "texte": 471, "fichier": 465, "sur": 1000 }, "officiel": { "partial": { "tp": 7592, "fp": 37730, "fn": 16607, "precision": 0.1675, "recall": 0.3137, "f1": 0.2184, "macro_f1": 0.0999, "per_type": { "Account_Statements": { "tp": 0, "fp": 0, "fn": 75, "precision": 0, "recall": 0, "f1": 0 }, "Address_Personal": { "tp": 265, "fp": 356, "fn": 256, "precision": 0.4267, "recall": 0.5086, "f1": 0.4641 }, "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": 53, "fp": 31, "fn": 79, "precision": 0.631, "recall": 0.4015, "f1": 0.4907 }, "Crime": { "tp": 0, "fp": 0, "fn": 114, "precision": 0, "recall": 0, "f1": 0 }, "Customer_Reference_Number": { "tp": 1285, "fp": 3640, "fn": 506, "precision": 0.2609, "recall": 0.7175, "f1": 0.3827 }, "Date_Time": { "tp": 0, "fp": 0, "fn": 1422, "precision": 0, "recall": 0, "f1": 0 }, "Date_of_Birth": { "tp": 425, "fp": 46, "fn": 161, "precision": 0.9023, "recall": 0.7253, "f1": 0.8042 }, "Disciplinary_Action": { "tp": 0, "fp": 0, "fn": 18, "precision": 0, "recall": 0, "f1": 0 }, "Driving_License_Number": { "tp": 6, "fp": 7, "fn": 35, "precision": 0.4615, "recall": 0.1463, "f1": 0.2222 }, "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": 207, "fp": 470, "fn": 3012, "precision": 0.3058, "recall": 0.0643, "f1": 0.1063 }, "Full_Name": { "tp": 3062, "fp": 4642, "fn": 1096, "precision": 0.3975, "recall": 0.7364, "f1": 0.5163 }, "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": 247, "fp": 22767, "fn": 3021, "precision": 0.0107, "recall": 0.0756, "f1": 0.0188 }, "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": 69, "fp": 150, "fn": 538, "precision": 0.3151, "recall": 0.1137, "f1": 0.1671 }, "Nationality": { "tp": 0, "fp": 0, "fn": 219, "precision": 0, "recall": 0, "f1": 0 }, "Org_Name": { "tp": 305, "fp": 4090, "fn": 660, "precision": 0.0694, "recall": 0.3161, "f1": 0.1138 }, "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": 128, "fp": 263, "fn": 53, "precision": 0.3274, "recall": 0.7072, "f1": 0.4476 }, "State": { "tp": 0, "fp": 0, "fn": 111, "precision": 0, "recall": 0, "f1": 0 }, "Static_IP_Address": { "tp": 0, "fp": 41, "fn": 103, "precision": 0, "recall": 0, "f1": 0 }, "Tax_Reference_Number": { "tp": 0, "fp": 9, "fn": 38, "precision": 0, "recall": 0, "f1": 0 }, "Telephone_Numbers_Personal": { "tp": 526, "fp": 610, "fn": 90, "precision": 0.463, "recall": 0.8539, "f1": 0.6005 }, "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": 1014, "fp": 608, "fn": 22, "precision": 0.6252, "recall": 0.9788, "f1": 0.763 } }, "per_language": { "AR": { "tp": 246, "fp": 1063, "fn": 721, "precision": 0.1879, "recall": 0.2544, "f1": 0.2162 }, "CS": { "tp": 348, "fp": 1864, "fn": 658, "precision": 0.1573, "recall": 0.3459, "f1": 0.2163 }, "DA": { "tp": 309, "fp": 1822, "fn": 773, "precision": 0.145, "recall": 0.2856, "f1": 0.1923 }, "DE": { "tp": 374, "fp": 2236, "fn": 658, "precision": 0.1433, "recall": 0.3624, "f1": 0.2054 }, "EN": { "tp": 398, "fp": 2209, "fn": 697, "precision": 0.1527, "recall": 0.3635, "f1": 0.215 }, "ES": { "tp": 419, "fp": 2052, "fn": 742, "precision": 0.1696, "recall": 0.3609, "f1": 0.2307 }, "FI": { "tp": 337, "fp": 2069, "fn": 641, "precision": 0.1401, "recall": 0.3446, "f1": 0.1992 }, "FR": { "tp": 332, "fp": 760, "fn": 551, "precision": 0.304, "recall": 0.376, "f1": 0.3362 }, "FR_CA": { "tp": 345, "fp": 652, "fn": 586, "precision": 0.346, "recall": 0.3706, "f1": 0.3579 }, "HE": { "tp": 287, "fp": 876, "fn": 643, "precision": 0.2468, "recall": 0.3086, "f1": 0.2742 }, "HI": { "tp": 274, "fp": 1331, "fn": 639, "precision": 0.1707, "recall": 0.3001, "f1": 0.2176 }, "HU": { "tp": 328, "fp": 1504, "fn": 620, "precision": 0.179, "recall": 0.346, "f1": 0.236 }, "IT": { "tp": 349, "fp": 1936, "fn": 687, "precision": 0.1527, "recall": 0.3369, "f1": 0.2102 }, "JA": { "tp": 165, "fp": 948, "fn": 737, "precision": 0.1482, "recall": 0.1829, "f1": 0.1638 }, "KO": { "tp": 185, "fp": 1121, "fn": 648, "precision": 0.1417, "recall": 0.2221, "f1": 0.173 }, "NL": { "tp": 394, "fp": 1469, "fn": 715, "precision": 0.2115, "recall": 0.3553, "f1": 0.2651 }, "NO": { "tp": 307, "fp": 1887, "fn": 588, "precision": 0.1399, "recall": 0.343, "f1": 0.1988 }, "PT_BR": { "tp": 458, "fp": 2049, "fn": 807, "precision": 0.1827, "recall": 0.3621, "f1": 0.2428 }, "PT_EU": { "tp": 299, "fp": 1912, "fn": 562, "precision": 0.1352, "recall": 0.3473, "f1": 0.1947 }, "RU": { "tp": 230, "fp": 1317, "fn": 528, "precision": 0.1487, "recall": 0.3034, "f1": 0.1996 }, "SV": { "tp": 339, "fp": 1899, "fn": 681, "precision": 0.1515, "recall": 0.3324, "f1": 0.2081 }, "TH": { "tp": 164, "fp": 832, "fn": 490, "precision": 0.1647, "recall": 0.2508, "f1": 0.1988 }, "TR": { "tp": 409, "fp": 2142, "fn": 833, "precision": 0.1603, "recall": 0.3293, "f1": 0.2157 }, "ZH_CN": { "tp": 163, "fp": 941, "fn": 772, "precision": 0.1476, "recall": 0.1743, "f1": 0.1599 }, "ZH_TW": { "tp": 133, "fp": 839, "fn": 630, "precision": 0.1368, "recall": 0.1743, "f1": 0.1533 } }, "F5": { "complete": { "recall": 0.3146, "support": 23820 }, "obfuscated": { "recall": 0.2, "support": 15 }, "partial": { "recall": 0.261, "support": 364 } }, "F6": { "HIGH": { "recall": 0.3261, "support": 4085 }, "LOW": { "recall": 0.16, "support": 5088 }, "MEDIUM": { "recall": 0.3624, "support": 15026 } } }, "exact": { "tp": 6401, "fp": 38921, "fn": 17798, "precision": 0.1412, "recall": 0.2645, "f1": 0.1841, "macro_f1": 0.0865, "per_type": { "Account_Statements": { "tp": 0, "fp": 0, "fn": 75, "precision": 0, "recall": 0, "f1": 0 }, "Address_Personal": { "tp": 192, "fp": 429, "fn": 329, "precision": 0.3092, "recall": 0.3685, "f1": 0.3363 }, "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": 37, "fp": 47, "fn": 95, "precision": 0.4405, "recall": 0.2803, "f1": 0.3426 }, "Crime": { "tp": 0, "fp": 0, "fn": 114, "precision": 0, "recall": 0, "f1": 0 }, "Customer_Reference_Number": { "tp": 1150, "fp": 3775, "fn": 641, "precision": 0.2335, "recall": 0.6421, "f1": 0.3425 }, "Date_Time": { "tp": 0, "fp": 0, "fn": 1422, "precision": 0, "recall": 0, "f1": 0 }, "Date_of_Birth": { "tp": 413, "fp": 58, "fn": 173, "precision": 0.8769, "recall": 0.7048, "f1": 0.7815 }, "Disciplinary_Action": { "tp": 0, "fp": 0, "fn": 18, "precision": 0, "recall": 0, "f1": 0 }, "Driving_License_Number": { "tp": 4, "fp": 9, "fn": 37, "precision": 0.3077, "recall": 0.0976, "f1": 0.1481 }, "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": 203, "fp": 474, "fn": 3016, "precision": 0.2999, "recall": 0.0631, "f1": 0.1042 }, "Full_Name": { "tp": 2455, "fp": 5249, "fn": 1703, "precision": 0.3187, "recall": 0.5904, "f1": 0.4139 }, "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": 146, "fp": 22868, "fn": 3122, "precision": 0.0063, "recall": 0.0447, "f1": 0.0111 }, "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": 53, "fp": 166, "fn": 554, "precision": 0.242, "recall": 0.0873, "f1": 0.1283 }, "Nationality": { "tp": 0, "fp": 0, "fn": 219, "precision": 0, "recall": 0, "f1": 0 }, "Org_Name": { "tp": 117, "fp": 4278, "fn": 848, "precision": 0.0266, "recall": 0.1212, "f1": 0.0437 }, "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": 122, "fp": 269, "fn": 59, "precision": 0.312, "recall": 0.674, "f1": 0.4266 }, "State": { "tp": 0, "fp": 0, "fn": 111, "precision": 0, "recall": 0, "f1": 0 }, "Static_IP_Address": { "tp": 0, "fp": 41, "fn": 103, "precision": 0, "recall": 0, "f1": 0 }, "Tax_Reference_Number": { "tp": 0, "fp": 9, "fn": 38, "precision": 0, "recall": 0, "f1": 0 }, "Telephone_Numbers_Personal": { "tp": 502, "fp": 634, "fn": 114, "precision": 0.4419, "recall": 0.8149, "f1": 0.5731 }, "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": 1007, "fp": 615, "fn": 29, "precision": 0.6208, "recall": 0.972, "f1": 0.7577 } }, "per_language": { "AR": { "tp": 206, "fp": 1103, "fn": 761, "precision": 0.1574, "recall": 0.213, "f1": 0.181 }, "CS": { "tp": 279, "fp": 1933, "fn": 727, "precision": 0.1261, "recall": 0.2773, "f1": 0.1734 }, "DA": { "tp": 281, "fp": 1850, "fn": 801, "precision": 0.1319, "recall": 0.2597, "f1": 0.1749 }, "DE": { "tp": 309, "fp": 2301, "fn": 723, "precision": 0.1184, "recall": 0.2994, "f1": 0.1697 }, "EN": { "tp": 346, "fp": 2261, "fn": 749, "precision": 0.1327, "recall": 0.316, "f1": 0.1869 }, "ES": { "tp": 339, "fp": 2132, "fn": 822, "precision": 0.1372, "recall": 0.292, "f1": 0.1867 }, "FI": { "tp": 284, "fp": 2122, "fn": 694, "precision": 0.118, "recall": 0.2904, "f1": 0.1678 }, "FR": { "tp": 272, "fp": 820, "fn": 611, "precision": 0.2491, "recall": 0.308, "f1": 0.2754 }, "FR_CA": { "tp": 289, "fp": 708, "fn": 642, "precision": 0.2899, "recall": 0.3104, "f1": 0.2998 }, "HE": { "tp": 268, "fp": 895, "fn": 662, "precision": 0.2304, "recall": 0.2882, "f1": 0.2561 }, "HI": { "tp": 216, "fp": 1389, "fn": 697, "precision": 0.1346, "recall": 0.2366, "f1": 0.1716 }, "HU": { "tp": 289, "fp": 1543, "fn": 659, "precision": 0.1578, "recall": 0.3049, "f1": 0.2079 }, "IT": { "tp": 307, "fp": 1978, "fn": 729, "precision": 0.1344, "recall": 0.2963, "f1": 0.1849 }, "JA": { "tp": 141, "fp": 972, "fn": 761, "precision": 0.1267, "recall": 0.1563, "f1": 0.14 }, "KO": { "tp": 145, "fp": 1161, "fn": 688, "precision": 0.111, "recall": 0.1741, "f1": 0.1356 }, "NL": { "tp": 335, "fp": 1528, "fn": 774, "precision": 0.1798, "recall": 0.3021, "f1": 0.2254 }, "NO": { "tp": 274, "fp": 1920, "fn": 621, "precision": 0.1249, "recall": 0.3061, "f1": 0.1774 }, "PT_BR": { "tp": 384, "fp": 2123, "fn": 881, "precision": 0.1532, "recall": 0.3036, "f1": 0.2036 }, "PT_EU": { "tp": 264, "fp": 1947, "fn": 597, "precision": 0.1194, "recall": 0.3066, "f1": 0.1719 }, "RU": { "tp": 206, "fp": 1341, "fn": 552, "precision": 0.1332, "recall": 0.2718, "f1": 0.1787 }, "SV": { "tp": 282, "fp": 1956, "fn": 738, "precision": 0.126, "recall": 0.2765, "f1": 0.1731 }, "TH": { "tp": 137, "fp": 859, "fn": 517, "precision": 0.1376, "recall": 0.2095, "f1": 0.1661 }, "TR": { "tp": 324, "fp": 2227, "fn": 918, "precision": 0.127, "recall": 0.2609, "f1": 0.1708 }, "ZH_CN": { "tp": 113, "fp": 991, "fn": 822, "precision": 0.1024, "recall": 0.1209, "f1": 0.1108 }, "ZH_TW": { "tp": 111, "fp": 861, "fn": 652, "precision": 0.1142, "recall": 0.1455, "f1": 0.128 } }, "F5": { "complete": { "recall": 0.2657, "support": 23820 }, "obfuscated": { "recall": 0.1333, "support": 15 }, "partial": { "recall": 0.1896, "support": 364 } }, "F6": { "HIGH": { "recall": 0.2871, "support": 4085 }, "LOW": { "recall": 0.114, "support": 5088 }, "MEDIUM": { "recall": 0.3093, "support": 15026 } } } } } }, "comparison": { "against": "2.85.1", "route": "vu", "regressions": 0, "gains": 56, "regressionsParType": {}, "regressionsParLangue": {}, "gainsParType": { "First_Given_Name": 31, "National_Identification_Number": 14, "Passport_Number": 4, "Telephone_Numbers_Work": 1, "Employee_ID_Number": 5, "Social_Media_Identifiers": 1 } }, "comparison_first": 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 } ], "seconds_per_record": { "median": 0.89, "p95": 4.3 }, "double_check": { "package": "double-verification-1", "model": "urchade/gliner_multi_pii-v1 (Apache 2.0), ONNX, int8 embeddings", "threshold": 0.5, "labels_left_out": [ "organization" ], "mode": "adds only", "records_read": 1000, "records_unavailable": 0, "records_without_report": 0, "passages_added": 9015, "decoding_vs_engine_alone": { "text": { "lost": 110, "gained": 13, "lost_case_only": 103 }, "file": { "lost": 97, "gained": 10, "lost_case_only": 92 } } } }