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Fine-Grained Perception on MMVP

74.9Accuracy

Visual Para-Thinker++

Updated 1mo ago

Evaluation Results

Method	Links
Visual Para-Thinker++ 2026.06		74.9
UniMRG 2026.01		74.67
ReGuLaR-7B 2026.05		73.67
LLaVA-OneVision 2026.05		73.33
UniLIP 2026.01		73
Laser 2026.05		73
Monet 2026.05		72.33
Qwen2.5-VL 2026.06		72.1
Qwen3-VL 2026.01		72
Vision-R1 2026.05		72
InternVL3 2026.01		71.67
OpenUni 2026.01		71.67
Deepeyes 2026.05		71.67
Visual Para-Thinker 2026.06		71.3
GRPO 2026.06		70.9
Qwen2.5-VL-7B 2026.05		70.33
LVR 2026.05		70.33
Gemini2.5-Pro 2026.06		69.8
Visual Para-Thinker++ 2026.06		69.5
Majority voting@4 2026.06		68.9
GPT-4o 2026.05		68.7
Sequential (SFT) 2026.06		68.7
Qwen2.5-VL 2026.06		68.3
Emu3-Chat 2026.01		67
GPT5-mini 2026.06		65.3
Qwen2.5-VL 2026.01		64.67
Claude-4-Sonnet 2026.06		63.9
GPT-4o 2026.06		63.8
Visual Para-Thinker 2026.06		63.6
Janus-Pro 2026.01		63
GRPO 2026.06		62.1
Majority voting@4 2026.06		60.1
Harmon 2026.01		60
Sequential (SFT) 2026.06		60
Qwen2.5-VL 2026.06		59.2
Janus 2026.01		56.67
BAGEL 2026.01		54.7
PAPO 2026.05		54.33
LLaVA-OV 2026.01		53.67
Show-o 2026.01		50
Chameleon 2026.01		0