Legal Text Classification on LEVEN
74.26AccuracyLLM-Knowledge-GCI
Evaluation results
| Method | Links | |
|---|---|---|
| LLM-Knowledge-GCI2026.03 | 74.26 | |
| AC-NLG2026.03 | 74.11 | |
| BERT+CRF2026.03 | 72.94 | |
| BERT2026.03 | 72.37 | |
| CASAM2026.03 | 71.08 | |
| qwen3:14bEvaluation Protocol=zero-shot2026.03 | 59.81 | |
| LLMEmbed2026.03 | 53.63 | |
| xlm-roberta-base2026.03 | 53.28 | |
| ProtoLens2026.03 | 46.01 | |
| gemma3:12bEvaluation Protocol=zero-shot2026.03 | 44.1 | |
| Legal-roberta-base2026.03 | 35.46 | |
| BiLSTM+CRF2026.03 | 34.91 | |
| npc2026.03 | 33.53 | |
| qwen3:1.7bEvaluation Protocol=fine-tune2026.03 | 21.14 | |
| llama2:13bEvaluation Protocol=zero-shot2026.03 | 14.76 | |
| InLegalBERT2026.03 | 11.78 | |
| gemma3:1bEvaluation Protocol=fine-tune2026.03 | 6.81 | |
| BiLSTM2026.03 | 2.93 |