Scientific Reasoning on GPQA (Accuracy, CLC)
64.96AccuracySOLAR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SOLARBackbone=Qwen3-8B, Fine-tuning strategy=SOLAR2026.06 | 64.96 | 57.27 | |
| SFTBackbone=Qwen3-8B, Fine-tuning strategy=SFT2026.06 | 63.64 | 55.73 | |
| Soft ThinkingBackbone=Qwen3-8B, Fine-tuning strategy=Soft Thinking2026.06 | 53.06 | 43.42 | |
| Qwen3-8BBackbone=Qwen3-8B, Fine-tuning strategy=Base2026.06 | 52.68 | 42.69 | |
| SOLARBackbone=Qwen3-4B, Fine-tuning strategy=SOLAR2026.06 | 45.24 | 36.26 | |
| SFTBackbone=Qwen3-4B, Fine-tuning strategy=SFT2026.06 | 43.75 | 33.15 | |
| AlignXBackbone=Qwen3-4B, Fine-tuning strategy=AlignX2026.06 | 43.03 | 32.97 | |
| MidAlignBackbone=Qwen3-4B, Fine-tuning strategy=MidAlign2026.06 | 43 | 32.47 | |
| MAPOBackbone=Qwen3-4B, Fine-tuning strategy=MAPO2026.06 | 40.32 | 30.15 | |
| Qwen3-4BBackbone=Qwen3-4B, Fine-tuning strategy=Base2026.06 | 27.52 | 14.56 | |
| Soft ThinkingBackbone=Qwen3-4B, Fine-tuning strategy=Soft Thinking2026.06 | 27.34 | 14.31 |