Multimodal Understanding on MMMU (Gain Score)
5.6Gain ScoreRISE
Evaluation results
| Method | Links | |
|---|---|---|
| RISEBase Model=Qwen2.5-VL-7B-Instruct2026.05 | 5.6 | |
| RISEBase Model=Qwen3-VL-8B-Instruct2026.05 | 4.32 | |
| VisPlayBase Model=Qwen2.5-VL-7B-Instruct, reproduced=true2026.05 | 3.38 | |
| MM-ZeroBase Model=Qwen3-VL-8B-Instruct2026.05 | 2.5 | |
| Vision-ZeroBase Model=Qwen2.5-VL-7B-Instruct2026.05 | 1.6 | |
| EvoLMMBase Model=Qwen2.5-VL-7B-Instruct2026.05 | 0.9 |