{
 "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": "2.63.0",
 "commit": "6eddaf3",
 "date": "2026-11-03",
 "harness": "connecteur/bench/redact (passer.mjs, noter.mjs, comparer.mjs, types.mjs)",
 "routes": {
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    "ZH_TW": 58.8
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 },
 "comparison": {
  "against": "2.57.0",
  "route": "vu",
  "regressions": 15,
  "gains": 41,
  "regressionsParType": {
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   "Employee_ID_Number": 3,
   "Customer_Reference_Number": 1,
   "Social_Media_Identifiers": 3,
   "National_Identification_Number": 2,
   "Last_Family_Name": 1,
   "Account_Statements": 1,
   "Building_Badge_Card_Number": 3
  },
  "regressionsParLangue": {
   "CS": 3,
   "HU": 3,
   "SV": 2,
   "NO": 1,
   "DE": 1,
   "IT": 1,
   "PT_BR": 1,
   "PT_EU": 3
  },
  "gainsParType": {
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   "Employee_ID_Number": 2,
   "Last_Family_Name": 1,
   "National_Identification_Number": 19,
   "Account_Statements": 1,
   "Telephone_Numbers_Work": 2,
   "First_Given_Name": 7,
   "Full_Name": 2
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 },
 "published_detectors": [
  {
   "name": "Presidio",
   "partial_micro_f1": 0.195,
   "macro_f1": 0.063,
   "exact_micro_f1": 0.145
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  {
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   "macro_f1": 0.224,
   "exact_micro_f1": 0.293
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  {
   "name": "OpenAI Privacy Filter",
   "partial_micro_f1": 0.512,
   "macro_f1": 0.254,
   "exact_micro_f1": 0.171
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  {
   "name": "GPT-4.1",
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   "exact_micro_f1": 0.558
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  {
   "name": "Claude Sonnet 4.6",
   "partial_micro_f1": 0.636,
   "macro_f1": 0.619,
   "exact_micro_f1": 0.602
  }
 ]
}