Natural Language Inference on Auckland Law
43.77NLI ScoreRLearner-LLM
Evaluation results
| Method | Links | |
|---|---|---|
| RLearner-LLMBase Model=Gemma 4-E4B-it, Training Phase=RLearner2026.05 | 43.77 | |
| ILearner-LLM (K=5)Refinement=Iterative2026.05 | 39.96 | |
| Gemma 4-E4B-itTraining Phase=SFT2026.05 | 39.11 | |
| RLearner-LLMBase Model=LLaMA-2-13B, Training Phase=RLearner2026.05 | 32.29 | |
| Qwen3-8BTraining Phase=SFT2026.05 | 31.91 | |
| LLaMA-2-13BTraining Phase=SFT2026.05 | 27.02 | |
| RLearner-LLMBase Model=Qwen3-8B, Training Phase=RLearner2026.05 | 23.03 |