Visual Question Answering on MMMU-Pro
49.27AccuracyV3Fusion-Rectify
Evaluation Results
| Method | Links | |
|---|---|---|
| V3Fusion-RectifyModel ID=2342026.03 | 49.27 | |
| V3Fusion-MLPModel ID=2342026.03 | 47.34 | |
| Qwen2.5-VL-7b-InstructModel ID=52026.03 | 46.98 | |
| V3Fusion-LEDModel ID=2342026.03 | 46.26 | |
| Intern-VL2-8bModel ID=62026.03 | 43.09 | |
| Vision-SR1-7BTraining Data=56K2026.05 | 41.1 | |
| Qwen2.5-VL-7B-Instruct + Faithful-MR1Backbone model=Qwen2.5-VL-7B-Instruct, Training Data=19.2K2026.05 | 39.7 | |
| DeepSeek-VL2-SmallModel ID=42026.03 | 38 | |
| Qwen2.5-VL-7B-Instruct + VPPOBackbone model=Qwen2.5-VL-7B-Instruct, Training Data=19.2K2026.05 | 37.8 | |
| Qwen2.5-VL-7B-Instruct + GRPOBackbone model=Qwen2.5-VL-7B-Instruct, Training Data=19.2K2026.05 | 36.6 | |
| Perception-R1-7BTraining Data=1.4K2026.05 | 35.4 | |
| Vision-R1-7BTraining Data=210K2026.05 | 34.7 | |
| DeepSeek-VL2-TinyModel ID=32026.03 | 34.61 | |
| Qwen2.5-VL-7B-InstructBackbone model=Qwen2.5-VL-7B-Instruct2026.05 | 34.3 | |
| LlaVA-v1.6-Vicuna-13bModel ID=12026.03 | 33.69 | |
| LlaVA-v1.6-Vicuna-7bModel ID=22026.03 | 32.81 | |
| LaViDa-R1Model Category=Unified-Understanding-and-Generation dLLMs2026.02 | 32.8 | |
| LaViDa-O +SFTModel Category=Unified-Understanding-and-Generation dLLMs2026.02 | 31.9 | |
| Qwen2.5-VL-3B-Instruct + Faithful-MR1Backbone model=Qwen2.5-VL-3B-Instruct, Training Data=19.2K2026.05 | 31.7 | |
| LaViDa-OModel Category=Unified-Understanding-and-Generation dLLMs2026.02 | 31.2 | |
| Qwen2.5-VL-3B-Instruct + GRPOBackbone model=Qwen2.5-VL-3B-Instruct, Training Data=19.2K2026.05 | 30.2 | |
| Qwen2.5-VL-3B-Instruct + VPPOBackbone model=Qwen2.5-VL-3B-Instruct, Training Data=19.2K2026.05 | 29.8 | |
| Qwen2.5-VL-3B-InstructBackbone model=Qwen2.5-VL-3B-Instruct2026.05 | 28 | |
| LaViDa-LModel Category=Visual-Understanding-Only dLLMs2026.02 | 27.1 | |
| MMaDa-8B-Base +CoT SFTModel Category=Unified-Understanding-and-Generation dLLMs2026.02 | 8.4 | |
| MMaDa-8B-BaseModel Category=Unified-Understanding-and-Generation dLLMs2026.02 | 3.2 |