Visual Understanding on MMMU, MMMU-Pro, and VSI-Bench
69.6MMMU AccuracyTeacher Policy
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Teacher Policy2026.06 | 69.6 | 55.8 | 59.7 | |
| DOPD2026.06 | 67 | 53.9 | 57.8 | |
| VA-OPDreproduction=reproduced version2026.06 | 66.1 | 54.2 | 57.5 | |
| Vision-OPD2026.06 | 64.9 | 52.3 | 56.1 | |
| Uni-OPD2026.06 | 59.1 | 47 | 53.7 | |
| Vanilla OPD2026.06 | 58 | 46.7 | 54.1 | |
| Student Policy2026.06 | 53.2 | 36.4 | 53.6 |