Vision-centric Reasoning on MMVP

86.3Accuracy

GPT-4o

Updated 1mo ago

Evaluation Results

Method	Links
GPT-4o 2025.09		86.3
Gemini2.0-Flash 2025.09		83
VisionZero-Qwen-7B (CLEVR) 2025.09		79.5
VisionZero-Qwen-7B (Real-World) 2025.09		79.2
VisionZero-Qwen-7B (Chart) 2025.09		79.1
MiMo-VL-7B-SFT 2025.11		78.33
MiMo-VL-7B-RL 2025.11		77.67
Qwen2.5-VL-7B-Instruct + LongPerceptualThoughts 2025.11		77
Qwen2.5-VL-7B 2025.09		76.8
Qwen2.5-VL-7B-Instruct + VLAA-Thinker 2025.11		75
Qwen2.5-VL-7B-Instruct 2025.11		74.67
ViGaL-Snake+Rotation 2025.09		74.6
MM-Eureka-Qwen-7B 2025.09		74.3
Long Grounded Thoughts (SFT + DPO) 2025.11		74
Long Grounded Thoughts (SFT) 2025.11		73.67
Long Grounded Thoughts (Multistage SFT + DPO) 2025.11		72.33
Long Grounded Thoughts (SFT + GRPO) 2025.11		72
VLAA-Thinker-7B 2025.09		71.6
OpenVLThinker-7B 2025.09		71.3
Qwen2.5-VL-7B-Instruct + Revisual-R1-final 2025.11		65.33
R1-OneVision-7B 2025.09		61.3