{ "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": "2.64.0", "commit": "67480a3", "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": 411, "directs": { "total": 17103, "touches": 16964, "caches": 15225, "touches_pct": 99.2, "caches_pct": 89, "intacts": 139 }, "niveaux": { "LOW": { "total": 5043, "touches": 3921, "caches": 2971, "touches_pct": 77.8, "caches_pct": 58.9 }, "MEDIUM": { "total": 14761, "touches": 14445, "caches": 13313, "touches_pct": 97.9, "caches_pct": 90.2 }, "HIGH": { "total": 3624, "touches": 3166, "caches": 2176, "touches_pct": 87.4, "caches_pct": 60 } }, "dates_de_naissance": { "total": 570, "lisibles": 233, "caches": 294, "lisibles_pct": 40.9, "caches_pct": 51.6 }, "texte_ordinaire_code_pct": { "AR": 64.6, "CS": 72, "DA": 64.9, "DE": 44.7, "EN": 24.1, "ES": 44.5, "FI": 76, "FR": 10.7, "FR_CA": 9, "HE": 65.5, "HI": 48.7, "HU": 71.4, "IT": 38, "JA": 68.8, "KO": 77.7, "NL": 43.7, "NO": 70.2, "PT_BR": 41.8, "PT_EU": 45, "RU": 81.9, "SV": 71.6, "TH": 75.7, "TR": 54.8, "ZH_CN": 76, "ZH_TW": 60.3 }, "decodage_exact": { "texte": 549, "fichier": 751, "sur": 1000 }, "officiel": { "partial": { "tp": 7050, "fp": 35234, "fn": 17149, "precision": 0.1667, "recall": 0.2913, "f1": 0.2121, "macro_f1": 0.0765, "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": 1311, "fp": 3786, "fn": 480, "precision": 0.2572, "recall": 0.732, "f1": 0.3807 }, "Date_Time": { "tp": 0, "fp": 0, "fn": 1422, "precision": 0, "recall": 0, "f1": 0 }, "Date_of_Birth": { "tp": 186, "fp": 2, "fn": 400, "precision": 0.9894, "recall": 0.3174, "f1": 0.4806 }, "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": 308, "fp": 485, "fn": 2911, "precision": 0.3884, "recall": 0.0957, "f1": 0.1535 }, "Full_Name": { "tp": 2724, "fp": 3163, "fn": 1434, "precision": 0.4627, "recall": 0.6551, "f1": 0.5424 }, "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": 539, "fp": 22864, "fn": 2729, "precision": 0.023, "recall": 0.1649, "f1": 0.0404 }, "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": 20, "fp": 102, "fn": 587, "precision": 0.1639, "recall": 0.0329, "f1": 0.0549 }, "Nationality": { "tp": 0, "fp": 0, "fn": 219, "precision": 0, "recall": 0, "f1": 0 }, "Org_Name": { "tp": 261, "fp": 3424, "fn": 704, "precision": 0.0708, "recall": 0.2705, "f1": 0.1123 }, "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": 287, "fn": 53, "precision": 0.3084, "recall": 0.7072, "f1": 0.4295 }, "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": 498, "fp": 559, "fn": 118, "precision": 0.4711, "recall": 0.8084, "f1": 0.5953 }, "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": 1011, "fp": 482, "fn": 25, "precision": 0.6772, "recall": 0.9759, "f1": 0.7995 } }, "per_language": { "AR": { "tp": 194, "fp": 871, "fn": 773, "precision": 0.1822, "recall": 0.2006, "f1": 0.1909 }, "CS": { "tp": 323, "fp": 1810, "fn": 683, "precision": 0.1514, "recall": 0.3211, "f1": 0.2058 }, "DA": { "tp": 283, "fp": 1722, "fn": 799, "precision": 0.1411, "recall": 0.2616, "f1": 0.1833 }, "DE": { "tp": 370, "fp": 2166, "fn": 662, "precision": 0.1459, "recall": 0.3585, "f1": 0.2074 }, "EN": { "tp": 389, "fp": 1918, "fn": 706, "precision": 0.1686, "recall": 0.3553, "f1": 0.2287 }, "ES": { "tp": 404, "fp": 2039, "fn": 757, "precision": 0.1654, "recall": 0.348, "f1": 0.2242 }, "FI": { "tp": 296, "fp": 1983, "fn": 682, "precision": 0.1299, "recall": 0.3027, "f1": 0.1818 }, "FR": { "tp": 331, "fp": 601, "fn": 552, "precision": 0.3552, "recall": 0.3749, "f1": 0.3647 }, "FR_CA": { "tp": 335, "fp": 557, "fn": 596, "precision": 0.3756, "recall": 0.3598, "f1": 0.3675 }, "HE": { "tp": 197, "fp": 753, "fn": 733, "precision": 0.2074, "recall": 0.2118, "f1": 0.2096 }, "HI": { "tp": 263, "fp": 1090, "fn": 650, "precision": 0.1944, "recall": 0.2881, "f1": 0.2321 }, "HU": { "tp": 288, "fp": 1391, "fn": 660, "precision": 0.1715, "recall": 0.3038, "f1": 0.2193 }, "IT": { "tp": 352, "fp": 1848, "fn": 684, "precision": 0.16, "recall": 0.3398, "f1": 0.2176 }, "JA": { "tp": 133, "fp": 889, "fn": 769, "precision": 0.1301, "recall": 0.1475, "f1": 0.1383 }, "KO": { "tp": 143, "fp": 990, "fn": 690, "precision": 0.1262, "recall": 0.1717, "f1": 0.1455 }, "NL": { "tp": 402, "fp": 1442, "fn": 707, "precision": 0.218, "recall": 0.3625, "f1": 0.2723 }, "NO": { "tp": 270, "fp": 1817, "fn": 625, "precision": 0.1294, "recall": 0.3017, "f1": 0.1811 }, "PT_BR": { "tp": 468, "fp": 2005, "fn": 797, "precision": 0.1892, "recall": 0.37, "f1": 0.2504 }, "PT_EU": { "tp": 296, "fp": 1894, "fn": 565, "precision": 0.1352, "recall": 0.3438, "f1": 0.194 }, "RU": { "tp": 211, "fp": 1299, "fn": 547, "precision": 0.1397, "recall": 0.2784, "f1": 0.1861 }, "SV": { "tp": 319, "fp": 1727, "fn": 701, "precision": 0.1559, "recall": 0.3127, "f1": 0.2081 }, "TH": { "tp": 121, "fp": 667, "fn": 533, "precision": 0.1536, "recall": 0.185, "f1": 0.1678 }, "TR": { "tp": 417, "fp": 2057, "fn": 825, "precision": 0.1686, "recall": 0.3357, "f1": 0.2244 }, "ZH_CN": { "tp": 140, "fp": 909, "fn": 795, "precision": 0.1335, "recall": 0.1497, "f1": 0.1411 }, "ZH_TW": { "tp": 105, "fp": 789, "fn": 658, "precision": 0.1174, "recall": 0.1376, "f1": 0.1267 } }, "F5": { "complete": { "recall": 0.2952, "support": 23820 }, "obfuscated": { "recall": 0.2, "support": 15 }, "partial": { "recall": 0.0412, "support": 364 } }, "F6": { "HIGH": { "recall": 0.198, "support": 4085 }, "LOW": { "recall": 0.157, "support": 5088 }, "MEDIUM": { "recall": 0.3622, "support": 15026 } } }, "exact": { "tp": 5823, "fp": 36461, "fn": 18376, "precision": 0.1377, "recall": 0.2406, "f1": 0.1752, "macro_f1": 0.067, "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": 1118, "fp": 3979, "fn": 673, "precision": 0.2193, "recall": 0.6242, "f1": 0.3246 }, "Date_Time": { "tp": 0, "fp": 0, "fn": 1422, "precision": 0, "recall": 0, "f1": 0 }, "Date_of_Birth": { "tp": 186, "fp": 2, "fn": 400, "precision": 0.9894, "recall": 0.3174, "f1": 0.4806 }, "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": 300, "fp": 493, "fn": 2919, "precision": 0.3783, "recall": 0.0932, "f1": 0.1496 }, "Full_Name": { "tp": 2184, "fp": 3703, "fn": 1974, "precision": 0.371, "recall": 0.5253, "f1": 0.4348 }, "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": 304, "fp": 23099, "fn": 2964, "precision": 0.013, "recall": 0.093, "f1": 0.0228 }, "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": 15, "fp": 107, "fn": 592, "precision": 0.123, "recall": 0.0247, "f1": 0.0412 }, "Nationality": { "tp": 0, "fp": 0, "fn": 219, "precision": 0, "recall": 0, "f1": 0 }, "Org_Name": { "tp": 105, "fp": 3580, "fn": 860, "precision": 0.0285, "recall": 0.1088, "f1": 0.0452 }, "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": 293, "fn": 59, "precision": 0.294, "recall": 0.674, "f1": 0.4094 }, "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": 472, "fp": 585, "fn": 144, "precision": 0.4465, "recall": 0.7662, "f1": 0.5643 }, "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": 1003, "fp": 490, "fn": 33, "precision": 0.6718, "recall": 0.9681, "f1": 0.7932 } }, "per_language": { "AR": { "tp": 167, "fp": 898, "fn": 800, "precision": 0.1568, "recall": 0.1727, "f1": 0.1644 }, "CS": { "tp": 272, "fp": 1861, "fn": 734, "precision": 0.1275, "recall": 0.2704, "f1": 0.1733 }, "DA": { "tp": 252, "fp": 1753, "fn": 830, "precision": 0.1257, "recall": 0.2329, "f1": 0.1633 }, "DE": { "tp": 291, "fp": 2245, "fn": 741, "precision": 0.1147, "recall": 0.282, "f1": 0.1631 }, "EN": { "tp": 331, "fp": 1976, "fn": 764, "precision": 0.1435, "recall": 0.3023, "f1": 0.1946 }, "ES": { "tp": 341, "fp": 2102, "fn": 820, "precision": 0.1396, "recall": 0.2937, "f1": 0.1892 }, "FI": { "tp": 247, "fp": 2032, "fn": 731, "precision": 0.1084, "recall": 0.2526, "f1": 0.1517 }, "FR": { "tp": 290, "fp": 642, "fn": 593, "precision": 0.3112, "recall": 0.3284, "f1": 0.3196 }, "FR_CA": { "tp": 297, "fp": 595, "fn": 634, "precision": 0.333, "recall": 0.319, "f1": 0.3258 }, "HE": { "tp": 181, "fp": 769, "fn": 749, "precision": 0.1905, "recall": 0.1946, "f1": 0.1926 }, "HI": { "tp": 221, "fp": 1132, "fn": 692, "precision": 0.1633, "recall": 0.2421, "f1": 0.1951 }, "HU": { "tp": 243, "fp": 1436, "fn": 705, "precision": 0.1447, "recall": 0.2563, "f1": 0.185 }, "IT": { "tp": 301, "fp": 1899, "fn": 735, "precision": 0.1368, "recall": 0.2905, "f1": 0.186 }, "JA": { "tp": 109, "fp": 913, "fn": 793, "precision": 0.1067, "recall": 0.1208, "f1": 0.1133 }, "KO": { "tp": 124, "fp": 1009, "fn": 709, "precision": 0.1094, "recall": 0.1489, "f1": 0.1261 }, "NL": { "tp": 295, "fp": 1549, "fn": 814, "precision": 0.16, "recall": 0.266, "f1": 0.1998 }, "NO": { "tp": 233, "fp": 1854, "fn": 662, "precision": 0.1116, "recall": 0.2603, "f1": 0.1563 }, "PT_BR": { "tp": 340, "fp": 2133, "fn": 925, "precision": 0.1375, "recall": 0.2688, "f1": 0.1819 }, "PT_EU": { "tp": 237, "fp": 1953, "fn": 624, "precision": 0.1082, "recall": 0.2753, "f1": 0.1554 }, "RU": { "tp": 188, "fp": 1322, "fn": 570, "precision": 0.1245, "recall": 0.248, "f1": 0.1658 }, "SV": { "tp": 259, "fp": 1787, "fn": 761, "precision": 0.1266, "recall": 0.2539, "f1": 0.1689 }, "TH": { "tp": 105, "fp": 683, "fn": 549, "precision": 0.1332, "recall": 0.1606, "f1": 0.1456 }, "TR": { "tp": 299, "fp": 2175, "fn": 943, "precision": 0.1209, "recall": 0.2407, "f1": 0.1609 }, "ZH_CN": { "tp": 107, "fp": 942, "fn": 828, "precision": 0.102, "recall": 0.1144, "f1": 0.1079 }, "ZH_TW": { "tp": 93, "fp": 801, "fn": 670, "precision": 0.104, "recall": 0.1219, "f1": 0.1123 } }, "F5": { "complete": { "recall": 0.244, "support": 23820 }, "obfuscated": { "recall": 0.1333, "support": 15 }, "partial": { "recall": 0.022, "support": 364 } }, "F6": { "HIGH": { "recall": 0.1645, "support": 4085 }, "LOW": { "recall": 0.1165, "support": 5088 }, "MEDIUM": { "recall": 0.3033, "support": 15026 } } } } }, "file": { "route": "fichier", "fiches": 1000, "erreurs": 0, "manquantes": 0, "imbriques": 417, "directs": { "total": 17103, "touches": 16992, "caches": 15311, "touches_pct": 99.4, "caches_pct": 89.5, "intacts": 111 }, "niveaux": { "LOW": { "total": 5043, "touches": 3949, "caches": 3056, "touches_pct": 78.3, "caches_pct": 60.6 }, "MEDIUM": { "total": 14761, "touches": 14472, "caches": 13373, "touches_pct": 98, "caches_pct": 90.6 }, "HIGH": { "total": 3624, "touches": 3164, "caches": 2219, "touches_pct": 87.3, "caches_pct": 61.2 } }, "dates_de_naissance": { "total": 570, "lisibles": 235, "caches": 294, "lisibles_pct": 41.2, "caches_pct": 51.6 }, "texte_ordinaire_code_pct": { "AR": 70.1, "CS": 74.3, "DA": 67.1, "DE": 44.7, "EN": 25.3, "ES": 33.8, "FI": 78.1, "FR": 10.9, "FR_CA": 9.3, "HE": 66, "HI": 50.9, "HU": 73.7, "IT": 34.3, "JA": 74.1, "KO": 81.1, "NL": 43.1, "NO": 73, "PT_BR": 34.6, "PT_EU": 39.9, "RU": 83.6, "SV": 74.2, "TH": 80, "TR": 47, "ZH_CN": 77.5, "ZH_TW": 64.1 }, "decodage_exact": { "texte": 549, "fichier": 751, "sur": 1000 }, "officiel": { "partial": { "tp": 7065, "fp": 35354, "fn": 17134, "precision": 0.1666, "recall": 0.292, "f1": 0.2121, "macro_f1": 0.0765, "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": 1297, "fp": 3585, "fn": 494, "precision": 0.2657, "recall": 0.7242, "f1": 0.3887 }, "Date_Time": { "tp": 0, "fp": 0, "fn": 1422, "precision": 0, "recall": 0, "f1": 0 }, "Date_of_Birth": { "tp": 186, "fp": 2, "fn": 400, "precision": 0.9894, "recall": 0.3174, "f1": 0.4806 }, "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": 312, "fp": 459, "fn": 2907, "precision": 0.4047, "recall": 0.0969, "f1": 0.1564 }, "Full_Name": { "tp": 2707, "fp": 3174, "fn": 1451, "precision": 0.4603, "recall": 0.651, "f1": 0.5393 }, "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": 563, "fp": 22553, "fn": 2705, "precision": 0.0244, "recall": 0.1723, "f1": 0.0427 }, "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": 19, "fp": 98, "fn": 588, "precision": 0.1624, "recall": 0.0313, "f1": 0.0525 }, "Nationality": { "tp": 0, "fp": 0, "fn": 219, "precision": 0, "recall": 0, "f1": 0 }, "Org_Name": { "tp": 289, "fp": 4087, "fn": 676, "precision": 0.066, "recall": 0.2995, "f1": 0.1082 }, "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": 127, "fp": 285, "fn": 54, "precision": 0.3083, "recall": 0.7017, "f1": 0.4283 }, "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": 549, "fn": 126, "precision": 0.4716, "recall": 0.7955, "f1": 0.5921 }, "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": 1011, "fp": 482, "fn": 25, "precision": 0.6772, "recall": 0.9759, "f1": 0.7995 } }, "per_language": { "AR": { "tp": 189, "fp": 962, "fn": 778, "precision": 0.1642, "recall": 0.1954, "f1": 0.1785 }, "CS": { "tp": 323, "fp": 1836, "fn": 683, "precision": 0.1496, "recall": 0.3211, "f1": 0.2041 }, "DA": { "tp": 283, "fp": 1784, "fn": 799, "precision": 0.1369, "recall": 0.2616, "f1": 0.1797 }, "DE": { "tp": 372, "fp": 2187, "fn": 660, "precision": 0.1454, "recall": 0.3605, "f1": 0.2072 }, "EN": { "tp": 397, "fp": 1935, "fn": 698, "precision": 0.1702, "recall": 0.3626, "f1": 0.2317 }, "ES": { "tp": 401, "fp": 1808, "fn": 760, "precision": 0.1815, "recall": 0.3454, "f1": 0.238 }, "FI": { "tp": 293, "fp": 2039, "fn": 685, "precision": 0.1256, "recall": 0.2996, "f1": 0.177 }, "FR": { "tp": 331, "fp": 608, "fn": 552, "precision": 0.3525, "recall": 0.3749, "f1": 0.3633 }, "FR_CA": { "tp": 334, "fp": 566, "fn": 597, "precision": 0.3711, "recall": 0.3588, "f1": 0.3648 }, "HE": { "tp": 198, "fp": 845, "fn": 732, "precision": 0.1898, "recall": 0.2129, "f1": 0.2007 }, "HI": { "tp": 264, "fp": 1135, "fn": 649, "precision": 0.1887, "recall": 0.2892, "f1": 0.2284 }, "HU": { "tp": 287, "fp": 1426, "fn": 661, "precision": 0.1675, "recall": 0.3027, "f1": 0.2157 }, "IT": { "tp": 353, "fp": 1767, "fn": 683, "precision": 0.1665, "recall": 0.3407, "f1": 0.2237 }, "JA": { "tp": 135, "fp": 921, "fn": 767, "precision": 0.1278, "recall": 0.1497, "f1": 0.1379 }, "KO": { "tp": 151, "fp": 1016, "fn": 682, "precision": 0.1294, "recall": 0.1813, "f1": 0.151 }, "NL": { "tp": 399, "fp": 1441, "fn": 710, "precision": 0.2168, "recall": 0.3598, "f1": 0.2706 }, "NO": { "tp": 271, "fp": 1864, "fn": 624, "precision": 0.1269, "recall": 0.3028, "f1": 0.1789 }, "PT_BR": { "tp": 469, "fp": 1833, "fn": 796, "precision": 0.2037, "recall": 0.3708, "f1": 0.263 }, "PT_EU": { "tp": 296, "fp": 1785, "fn": 565, "precision": 0.1422, "recall": 0.3438, "f1": 0.2012 }, "RU": { "tp": 209, "fp": 1305, "fn": 549, "precision": 0.138, "recall": 0.2757, "f1": 0.184 }, "SV": { "tp": 318, "fp": 1874, "fn": 702, "precision": 0.1451, "recall": 0.3118, "f1": 0.198 }, "TH": { "tp": 127, "fp": 747, "fn": 527, "precision": 0.1453, "recall": 0.1942, "f1": 0.1662 }, "TR": { "tp": 418, "fp": 1937, "fn": 824, "precision": 0.1775, "recall": 0.3366, "f1": 0.2324 }, "ZH_CN": { "tp": 141, "fp": 931, "fn": 794, "precision": 0.1315, "recall": 0.1508, "f1": 0.1405 }, "ZH_TW": { "tp": 106, "fp": 802, "fn": 657, "precision": 0.1167, "recall": 0.1389, "f1": 0.1269 } }, "F5": { "complete": { "recall": 0.2958, "support": 23820 }, "obfuscated": { "recall": 0.2, "support": 15 }, "partial": { "recall": 0.0412, "support": 364 } }, "F6": { "HIGH": { "recall": 0.1966, "support": 4085 }, "LOW": { "recall": 0.1612, "support": 5088 }, "MEDIUM": { "recall": 0.3622, "support": 15026 } } }, "exact": { "tp": 5791, "fp": 36628, "fn": 18408, "precision": 0.1365, "recall": 0.2393, "f1": 0.1739, "macro_f1": 0.067, "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": 1113, "fp": 3769, "fn": 678, "precision": 0.228, "recall": 0.6214, "f1": 0.3336 }, "Date_Time": { "tp": 0, "fp": 0, "fn": 1422, "precision": 0, "recall": 0, "f1": 0 }, "Date_of_Birth": { "tp": 186, "fp": 2, "fn": 400, "precision": 0.9894, "recall": 0.3174, "f1": 0.4806 }, "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": 304, "fp": 467, "fn": 2915, "precision": 0.3943, "recall": 0.0944, "f1": 0.1524 }, "Full_Name": { "tp": 2182, "fp": 3699, "fn": 1976, "precision": 0.371, "recall": 0.5248, "f1": 0.4347 }, "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": 289, "fp": 22827, "fn": 2979, "precision": 0.0125, "recall": 0.0884, "f1": 0.0219 }, "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": 15, "fp": 102, "fn": 592, "precision": 0.1282, "recall": 0.0247, "f1": 0.0414 }, "Nationality": { "tp": 0, "fp": 0, "fn": 219, "precision": 0, "recall": 0, "f1": 0 }, "Org_Name": { "tp": 99, "fp": 4277, "fn": 866, "precision": 0.0226, "recall": 0.1026, "f1": 0.0371 }, "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": 121, "fp": 291, "fn": 60, "precision": 0.2937, "recall": 0.6685, "f1": 0.4081 }, "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": 465, "fp": 574, "fn": 151, "precision": 0.4475, "recall": 0.7549, "f1": 0.5619 }, "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": 1003, "fp": 490, "fn": 33, "precision": 0.6718, "recall": 0.9681, "f1": 0.7932 } }, "per_language": { "AR": { "tp": 160, "fp": 991, "fn": 807, "precision": 0.139, "recall": 0.1655, "f1": 0.1511 }, "CS": { "tp": 267, "fp": 1892, "fn": 739, "precision": 0.1237, "recall": 0.2654, "f1": 0.1687 }, "DA": { "tp": 253, "fp": 1814, "fn": 829, "precision": 0.1224, "recall": 0.2338, "f1": 0.1607 }, "DE": { "tp": 295, "fp": 2264, "fn": 737, "precision": 0.1153, "recall": 0.2859, "f1": 0.1643 }, "EN": { "tp": 330, "fp": 2002, "fn": 765, "precision": 0.1415, "recall": 0.3014, "f1": 0.1926 }, "ES": { "tp": 341, "fp": 1868, "fn": 820, "precision": 0.1544, "recall": 0.2937, "f1": 0.2024 }, "FI": { "tp": 247, "fp": 2085, "fn": 731, "precision": 0.1059, "recall": 0.2526, "f1": 0.1492 }, "FR": { "tp": 289, "fp": 650, "fn": 594, "precision": 0.3078, "recall": 0.3273, "f1": 0.3172 }, "FR_CA": { "tp": 296, "fp": 604, "fn": 635, "precision": 0.3289, "recall": 0.3179, "f1": 0.3233 }, "HE": { "tp": 179, "fp": 864, "fn": 751, "precision": 0.1716, "recall": 0.1925, "f1": 0.1814 }, "HI": { "tp": 221, "fp": 1178, "fn": 692, "precision": 0.158, "recall": 0.2421, "f1": 0.1912 }, "HU": { "tp": 242, "fp": 1471, "fn": 706, "precision": 0.1413, "recall": 0.2553, "f1": 0.1819 }, "IT": { "tp": 301, "fp": 1819, "fn": 735, "precision": 0.142, "recall": 0.2905, "f1": 0.1907 }, "JA": { "tp": 109, "fp": 947, "fn": 793, "precision": 0.1032, "recall": 0.1208, "f1": 0.1113 }, "KO": { "tp": 122, "fp": 1045, "fn": 711, "precision": 0.1045, "recall": 0.1465, "f1": 0.122 }, "NL": { "tp": 272, "fp": 1568, "fn": 837, "precision": 0.1478, "recall": 0.2453, "f1": 0.1845 }, "NO": { "tp": 235, "fp": 1900, "fn": 660, "precision": 0.1101, "recall": 0.2626, "f1": 0.1551 }, "PT_BR": { "tp": 342, "fp": 1960, "fn": 923, "precision": 0.1486, "recall": 0.2704, "f1": 0.1918 }, "PT_EU": { "tp": 237, "fp": 1844, "fn": 624, "precision": 0.1139, "recall": 0.2753, "f1": 0.1611 }, "RU": { "tp": 187, "fp": 1327, "fn": 571, "precision": 0.1235, "recall": 0.2467, "f1": 0.1646 }, "SV": { "tp": 260, "fp": 1932, "fn": 760, "precision": 0.1186, "recall": 0.2549, "f1": 0.1619 }, "TH": { "tp": 105, "fp": 769, "fn": 549, "precision": 0.1201, "recall": 0.1606, "f1": 0.1374 }, "TR": { "tp": 301, "fp": 2054, "fn": 941, "precision": 0.1278, "recall": 0.2424, "f1": 0.1674 }, "ZH_CN": { "tp": 106, "fp": 966, "fn": 829, "precision": 0.0989, "recall": 0.1134, "f1": 0.1056 }, "ZH_TW": { "tp": 94, "fp": 814, "fn": 669, "precision": 0.1035, "recall": 0.1232, "f1": 0.1125 } }, "F5": { "complete": { "recall": 0.2427, "support": 23820 }, "obfuscated": { "recall": 0.1333, "support": 15 }, "partial": { "recall": 0.022, "support": 364 } }, "F6": { "HIGH": { "recall": 0.1635, "support": 4085 }, "LOW": { "recall": 0.1146, "support": 5088 }, "MEDIUM": { "recall": 0.3021, "support": 15026 } } } } } }, "comparison": { "against": "2.63.0", "route": "vu", "regressions": 0, "gains": 35, "regressionsParType": {}, "regressionsParLangue": {}, "gainsParType": { "Employee_ID_Number": 3, "Customer_Reference_Number": 9, "Social_Media_Identifiers": 5, "First_Given_Name": 3, "Account_Statements": 2, "National_Identification_Number": 5, "Passport_Number": 3, "Last_Family_Name": 1, "Building_Badge_Card_Number": 4 } }, "comparison_first": { "against": "2.57.0", "route": "vu", "regressions": 4, "gains": 65, "regressionsParType": { "First_Given_Name": 1, "Employee_ID_Number": 2, "Customer_Reference_Number": 1 }, "regressionsParLangue": { "CS": 3, "HU": 1 }, "gainsParType": { "Employee_ID_Number": 4, "Customer_Reference_Number": 16, "First_Given_Name": 10, "Last_Family_Name": 1, "Account_Statements": 2, "National_Identification_Number": 22, "Passport_Number": 3, "Telephone_Numbers_Work": 2, "Social_Media_Identifiers": 2, "Building_Badge_Card_Number": 1, "Full_Name": 2 } }, "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 } ] }