Reasoning on MMStar (score)
71.1MMStar Reasoning ScoreHEED
Evaluation Results
| Method | Links | |
|---|---|---|
| HEEDPipeline Stage=C4+, Post-training=SFT+DPO2026.05 | 71.1 | |
| TeacherMethod ID=C0, Distillation Strategy=Teacher, Training Stage=Before SFT+DPO2026.05 | 70.2 | |
| TeacherPipeline Stage=C0, Post-training=SFT+DPO2026.05 | 70.2 | |
| HEEDMethod ID=C4, Distillation Strategy=HEED, Training Stage=Before SFT+DPO2026.05 | 70.1 | |
| RSAMethod ID=C3, Distillation Strategy=RSA, Training Stage=Before SFT+DPO2026.05 | 69.8 | |
| RSAPipeline Stage=C3+, Post-training=SFT+DPO2026.05 | 69.7 | |
| HSAMethod ID=C2, Distillation Strategy=HSA, Training Stage=Before SFT+DPO2026.05 | 69.1 | |
| KDMethod ID=C1, Distillation Strategy=KD, Training Stage=Before SFT+DPO2026.05 | 68.9 | |
| HSAPipeline Stage=C2+, Post-training=SFT+DPO2026.05 | 68.4 | |
| KDPipeline Stage=C1+, Post-training=SFT+DPO2026.05 | 67.1 |