Visual Question Answering on MMMU-Pro

49.27Accuracy

V3Fusion-Rectify

Updated 2mo ago

Evaluation Results

Method	Links
V3Fusion-Rectify 2026.03		49.27
V3Fusion-MLP 2026.03		47.34
Qwen2.5-VL-7b-Instruct 2026.03		46.98
V3Fusion-LED 2026.03		46.26
Intern-VL2-8b 2026.03		43.09
Vision-SR1-7B 2026.05		41.1
Qwen2.5-VL-7B-Instruct + Faithful-MR1 2026.05		39.7
DeepSeek-VL2-Small 2026.03		38
Qwen2.5-VL-7B-Instruct + VPPO 2026.05		37.8
Qwen2.5-VL-7B-Instruct + GRPO 2026.05		36.6
Perception-R1-7B 2026.05		35.4
Vision-R1-7B 2026.05		34.7
DeepSeek-VL2-Tiny 2026.03		34.61
Qwen2.5-VL-7B-Instruct 2026.05		34.3
LlaVA-v1.6-Vicuna-13b 2026.03		33.69
LlaVA-v1.6-Vicuna-7b 2026.03		32.81
LaViDa-R1 2026.02		32.8
LaViDa-O +SFT 2026.02		31.9
Qwen2.5-VL-3B-Instruct + Faithful-MR1 2026.05		31.7
LaViDa-O 2026.02		31.2
Qwen2.5-VL-3B-Instruct + GRPO 2026.05		30.2
Qwen2.5-VL-3B-Instruct + VPPO 2026.05		29.8
Qwen2.5-VL-3B-Instruct 2026.05		28
LaViDa-L 2026.02		27.1
MMaDa-8B-Base +CoT SFT 2026.02		8.4
MMaDa-8B-Base 2026.02		3.2