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Visual Perception and Understanding on V*Bench

37.17AccuracyLaViDa-O + RL (Global + Factorized)
-1.48688.549118.58528.6209Jun 11, 2026

Evaluation results

MethodLinks
LaViDa-O + RL (Global + Factorized)Arch=D-Diff2026.0637.17
LaViDa-O + SFTArch=D-Diff2026.0631.94
MMaDA-Parallel + RL (Global + Factorized)Arch=D-Diff2026.0630.37
LaViDa-O + RL (LocFac-RL)Arch=D-Diff, per-step train time reduction=↓ 12.3% s/step2026.0629.32
MMaDA-Parallel + RL (LocFac-RL)Arch=D-Diff, per-step train time reduction=↓ 16.9% s/step2026.0628.27
MMaDA-Parallel + SFTArch=D-Diff2026.0626.7
ANOLE + RLArch=AR2026.0620.9
LaViDa-OArch=D-Diff2026.0619.9
ANOLE + SFTArch=AR2026.0618.3
ANOLEArch=AR2026.067.3
MMaDA-ParallelArch=D-Diff2026.060