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Fine-grained Perception on MMVP (test)

75.33MMVP ScoreQwen2.5-VL
48.986855.825962.66569.5041Jan 15, 2026

Evaluation results

MethodLinks
Qwen2.5-VLParams=32B2026.0175.33
LVRParams=7B2026.0172
LaViTParams=3B2026.0167.33
R1-OneVisionParams=7B2026.0167
Qwen2.5-VLParams=7B2026.0166.7
Naive SFTParams=3B2026.0165.33
Qwen2.5-VL (Baseline)Params=3B2026.0162.33
DMLRParams=3B2026.0161.33
GPT-4oParams=-2026.0158.33
LVR_RLParams=3B2026.0155.3
PAPOParams=3B2026.0150