Natural Language Inference on Sydney Biology
0.3562NLI ScoreRLearner-LLM
Evaluation results
| Method | Links | |
|---|---|---|
| RLearner-LLMBase Model=LLaMA-2-13B, Training Phase=RLearner2026.05 | 0.3562 | |
| Gemma 4-E4B-itTraining Phase=SFT2026.05 | 0.2469 | |
| RLearner-LLMBase Model=Gemma 4-E4B-it, Training Phase=RLearner2026.05 | 0.2309 | |
| RLearner-LLMBase Model=Qwen3-8B, Training Phase=RLearner2026.05 | 0.2284 | |
| Qwen3-8BTraining Phase=SFT2026.05 | 0.1737 | |
| ILearner-LLM (K=5)Refinement=Iterative2026.05 | 0.0837 | |
| LLaMA-2-13BTraining Phase=SFT2026.05 | 0.0537 |