Topic Classification on LEDGAR (test)
84.7Micro-F1LexLM-Large
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LexLM-LargeFine-tuning epochs=1, Classifier head=Standard N-way2023.05 | 84.7 | 72.8 | |
| ROBERTa-LargeFine-tuning epochs=1, Classifier head=Standard N-way2023.05 | 83.6 | 71.5 | |
| POL-BERTFine-tuning epochs=1, Classifier head=Standard N-way2023.05 | 83.3 | 71.4 | |
| LexLM-BaseFine-tuning epochs=1, Classifier head=Standard N-way2023.05 | 82.5 | 66.8 | |
| LegalBERTFine-tuning epochs=1, Classifier head=Standard N-way2023.05 | 81.2 | 64.7 | |
| CL-BERTFine-tuning epochs=1, Classifier head=Standard N-way2023.05 | 80.9 | 64 | |
| ROBERTa-BaseFine-tuning epochs=1, Classifier head=Standard N-way2023.05 | 80.5 | 62.6 |