| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SCDB 15 categories (test) | Model 4 (Prompt-Based Classification with Log-Smoothed Weighted Loss and Classification Head Adaptation) | Accuracy82.4 | 7 | 3mo ago | |
| ECtHR B | Legal-BERT | Micro-F181.98 | 5 | 15d ago | |
| ECtHR A | Micro-F179.33 | 5 | 15d ago | ||
| SCDB 279 categories | Accuracy62.4 | 5 | 3mo ago |