Legal Text Classification on QA
85.72AccuracyLLM-Knowledge-GCI
Evaluation results
| Method | Links | |
|---|---|---|
| LLM-Knowledge-GCI2026.03 | 85.72 | |
| AC-NLG2026.03 | 83.85 | |
| CASAM2026.03 | 81.37 | |
| BERT+CRF2026.03 | 79.17 | |
| LLMEmbed2026.03 | 78.89 | |
| BERT2026.03 | 78.64 | |
| xlm-roberta-base2026.03 | 78.49 | |
| ProtoLens2026.03 | 77.98 | |
| Legal-roberta-base2026.03 | 76.87 | |
| npc2026.03 | 75.66 | |
| qwen3:1.7bEvaluation Protocol=fine-tune2026.03 | 73.18 | |
| gemma3:1bEvaluation Protocol=fine-tune2026.03 | 71.84 | |
| gemma3:12bEvaluation Protocol=zero-shot2026.03 | 37.68 | |
| qwen3:14bEvaluation Protocol=zero-shot2026.03 | 37.61 | |
| BiLSTM+CRF2026.03 | 28.24 | |
| llama2:13bEvaluation Protocol=zero-shot2026.03 | 27.89 | |
| InLegalBERT2026.03 | 22.97 | |
| BiLSTM2026.03 | 19.75 |