Visual Question Answering on RealWQA
3.27Gain ScoreRISE
Evaluation results
| Method | Links | |
|---|---|---|
| RISEBase Model=Qwen2.5-VL-7B-Instruct2026.05 | 3.27 | |
| RISEBase Model=Qwen3-VL-8B-Instruct2026.05 | 2.88 | |
| VisPlayBase Model=Qwen2.5-VL-7B-Instruct, reproduced=true2026.05 | 1.96 | |
| MM-ZeroBase Model=Qwen3-VL-8B-Instruct2026.05 | 0.79 | |
| Vision-ZeroBase Model=Qwen2.5-VL-7B-Instruct2026.05 | 0.4 |