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Multimodal Understanding on MMMU-Pro vision

40.3Accuracy

Perception-R1-7B

Updated 1mo ago

Evaluation Results

Method	Links
Perception-R1-7B 2025.06		40.3
SophiaVL-R1-7B 2025.06		37.6
Qwen2.5-VL-7B-IT + GRPO 2025.06		37.1
Vision-R1-7B 2025.06		36
OpenVLThinker-7B 2025.06		35.3
MM-Eureka-7B 2025.06		35.2
VLAA-Thinker-7B 2025.06		34.8
Qwen2.5-VL-7B-IT 2025.06		33.8
Perception-R1-Qwen2-7B 2025.06		33.7
R1-Onevision-7B 2025.06		30.7
Qwen2-VL-7B-IT + GRPO 2025.06		29.8
Qwen2-VL-7B-IT 2025.06		26.6
R1-VL-7B 2025.06		23.6