Re-identification on TAB (Text Anonymization Benchmark)
6,893Exact MatchGLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GLMBackground Knowledge Level=All (L4), Entity Category=QUASI2025.05 | 6,893 | 77.82 | |
| GLMBackground Knowledge Level=All (L4), Entity Category=Overall2025.05 | 6,604 | 75.13 | |
| MISTRALBackground Knowledge Level=All (L4), Entity Category=QUASI2025.05 | 3,903 | 72.21 | |
| MISTRALBackground Knowledge Level=All (L4), Entity Category=Overall2025.05 | 3,734 | 70.29 | |
| GLMBackground Knowledge Level=All (L4), Entity Category=DIRECT2025.05 | 2,860 | 47.63 | |
| GLMBackground Knowledge Level=All but not original (L3), Entity Category=QUASI2025.05 | 1,540 | 30.54 | |
| MISTRALBackground Knowledge Level=All (L4), Entity Category=DIRECT2025.05 | 1,539 | 48.86 | |
| GLMBackground Knowledge Level=All but not original (L3), Entity Category=Overall2025.05 | 1,432 | 29.08 | |
| MISTRALBackground Knowledge Level=All but not original (L3), Entity Category=QUASI2025.05 | 1,212 | 49.25 | |
| GLMBackground Knowledge Level=General Knowledge (L2), Entity Category=QUASI2025.05 | 1,208 | 22.63 | |
| GLMBackground Knowledge Level=General Knowledge (L2), Entity Category=Overall2025.05 | 1,127 | 21.35 | |
| MISTRALBackground Knowledge Level=All but not original (L3), Entity Category=Overall2025.05 | 1,100 | 47.98 | |
| MISTRALBackground Knowledge Level=General Knowledge (L2), Entity Category=QUASI2025.05 | 1,097 | 48.49 | |
| MISTRALBackground Knowledge Level=General Knowledge (L2), Entity Category=Overall2025.05 | 1,059 | 47.43 | |
| MISTRALBackground Knowledge Level=General Knowledge (L2), Entity Category=DIRECT2025.05 | 571 | 36.36 | |
| MISTRALBackground Knowledge Level=No retrieval (L1), Entity Category=QUASI2025.05 | 98 | 25.9 | |
| MISTRALBackground Knowledge Level=No retrieval (L1), Entity Category=Overall2025.05 | 91 | 25.36 | |
| GLMBackground Knowledge Level=No retrieval (L1), Entity Category=QUASI2025.05 | 90 | 6.23 | |
| MISTRALBackground Knowledge Level=All but not original (L3), Entity Category=DIRECT2025.05 | 90 | 33.96 | |
| GLMBackground Knowledge Level=No retrieval (L1), Entity Category=Overall2025.05 | 84 | 6.26 | |
| GLMBackground Knowledge Level=General Knowledge (L2), Entity Category=DIRECT2025.05 | 82 | 7.12 | |
| GLMBackground Knowledge Level=All but not original (L3), Entity Category=DIRECT2025.05 | 81 | 15.23 | |
| GLMBackground Knowledge Level=No retrieval (L1), Entity Category=DIRECT2025.05 | 0 | 6.61 | |
| MISTRALBackground Knowledge Level=No retrieval (L1), Entity Category=DIRECT2025.05 | 0 | 15.84 |