Natural Language Inference on UK Medicine Y2
38.92NLI ScoreRLearner-LLM
Evaluation results
| Method | Links | |
|---|---|---|
| RLearner-LLMBase Model=Gemma 4-E4B-it, Training Phase=RLearner2026.05 | 38.92 | |
| RLearner-LLMBase Model=LLaMA-2-13B, Training Phase=RLearner2026.05 | 38.85 | |
| LLaMA-2-13BTraining Phase=SFT2026.05 | 23.19 | |
| RLearner-LLMBase Model=Qwen3-8B, Training Phase=RLearner2026.05 | 20.09 | |
| Qwen3-8BTraining Phase=SFT2026.05 | 16.32 | |
| Gemma 4-E4B-itTraining Phase=SFT2026.05 | 16.04 | |
| ILearner-LLM (K=5)Refinement=Iterative2026.05 | 6.68 |