Visual Question Answering on MMMU Science 1.0 (val)
36.48AccuracyPerception Verified Self-Training (Ours)
Evaluation results
| Method | Links | |
|---|---|---|
| Perception Verified Self-Training (Ours)Training Protocol=Self-Training2026.06 | 36.48 | |
| R3VTraining Protocol=Self-Training2026.06 | 33.78 | |
| STaRTraining Protocol=Self-Training2026.06 | 32.43 | |
| [CAP-REAS-CONCL]Training Protocol=Zero-Shot2026.06 | 28.37 | |
| CoTTraining Protocol=Zero-Shot2026.06 | 27.02 | |
| Zero-Shot VQATraining Protocol=Zero-Shot2026.06 | 21.62 |