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Visual perception and reasoning on MMStar avg

Visual perception and reasoning on MMStar avg

39.4Average AccuracyMARS

Updated 8mo ago

Evaluation results

Method	Links
MARS2026.02		39.4
LoRA2026.02		36.1
AdaLoRA2026.02		28.6

State-of-the-art paper

MARS

MARS: Harmonizing Multimodal Convergence via Adaptive Rank Search

Dataset

MMStar

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Related benchmarks

Complex Reasoning on LLaVA Bench (val)General perception and cognition on MME sum

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