Legal Statute Identification on ILSI full (test)
57.6Macro-avg PrecisionLogistic Regression
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Logistic Regression2025.12 | 57.6 | 74.5 | 21 | 32.8 | 10.8 | 16 | 21.1 | |
| LeSICiNBackbone=Longformer2025.12 | 45.3 | — | — | — | 35.3 | 38.4 | — | |
| LADANBackbone=Longformer2025.12 | 43.9 | — | — | — | 38.1 | 38.9 | — | |
| LeSICiNBackbone=InLegalBERT2025.12 | 43.6 | — | — | — | 29.8 | 32.6 | — | |
| AoS model2025.12 | 37.1 | 45.2 | 52.5 | 48.6 | 36 | 35.5 | 33.8 | |
| LADANBackbone=InLegalBERT2025.12 | 36.7 | — | — | — | 38.8 | 35.3 | — | |
| LeSICiN2025.12 | 27.9 | — | — | — | 31.3 | 28.5 | 17.6 | |
| Logistic RegressionBalanced sampling=true2025.12 | 24.4 | 30.1 | 66.4 | 41.4 | 57.6 | 33.4 | 27.5 |