Natural Language Inference on UK Medicine Y1
42.51NLI ScoreRLearner-LLM
Evaluation results
| Method | Links | |
|---|---|---|
| RLearner-LLMBase Model=LLaMA-2-13B, Training Phase=RLearner2026.05 | 42.51 | |
| RLearner-LLMBase Model=Gemma 4-E4B-it, Training Phase=RLearner2026.05 | 39.1 | |
| Gemma 4-E4B-itTraining Phase=SFT2026.05 | 29.62 | |
| Qwen3-8BTraining Phase=SFT2026.05 | 24.57 | |
| RLearner-LLMBase Model=Qwen3-8B, Training Phase=RLearner2026.05 | 21.04 | |
| ILearner-LLM (K=5)Refinement=Iterative2026.05 | 12.19 | |
| LLaMA-2-13BTraining Phase=SFT2026.05 | 8.6 |