Multi-label topic classification on ECtHR (test)
76.7Micro-F1LexLM-Large
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LexLM-LargeFine-tuning epochs=1, Architecture=Warm-start Longformer, Tokens=20482023.05 | 76.7 | 57.9 | |
| ROBERTa-LargeFine-tuning epochs=1, Architecture=Warm-start Longformer, Tokens=20482023.05 | 74.2 | 51.5 | |
| POL-BERTFine-tuning epochs=1, Architecture=Warm-start Longformer, Tokens=20482023.05 | 69.1 | 46.9 | |
| LexLM-BaseFine-tuning epochs=1, Architecture=Warm-start Longformer, Tokens=20482023.05 | 63.2 | 41.8 | |
| ROBERTa-BaseFine-tuning epochs=1, Architecture=Warm-start Longformer, Tokens=20482023.05 | 61.2 | 40.5 | |
| LegalBERTFine-tuning epochs=1, Architecture=Warm-start Longformer, Tokens=20482023.05 | 59.1 | 37.2 | |
| CL-BERTFine-tuning epochs=1, Architecture=Warm-start Longformer, Tokens=20482023.05 | 53.6 | 29.1 |