Multimodal Understanding on MMMU, MMVet, RealWQA, ChartQA, MathVerse, MathVision, MathVista Aggregate
57.37Weighted Average ScoreRISE
Evaluation results
| Method | Links | |
|---|---|---|
| RISEBackbone=Qwen3-VL-8B-Instruct, Self-evolving steps=602026.05 | 57.37 | |
| RISEBackbone=Qwen3-VL-8B-Instruct, Self-evolving steps=402026.05 | 56.15 | |
| RISEBackbone=Qwen3-VL-8B-Instruct, Self-evolving steps=202026.05 | 55.17 | |
| Base ModelBackbone=Qwen3-VL-8B-Instruct, Self-evolving steps=02026.05 | 53.38 | |
| RISEBackbone=Qwen2.5-VL-7B-Instruct, Self-evolving steps=602026.05 | 52.26 | |
| RISEBackbone=Qwen2.5-VL-7B-Instruct, Self-evolving steps=402026.05 | 51.74 | |
| RISEBackbone=Qwen2.5-VL-7B-Instruct, Self-evolving steps=202026.05 | 51.2 | |
| Base ModelBackbone=Qwen2.5-VL-7B-Instruct, Self-evolving steps=02026.05 | 48.17 |