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Real-world Visual Reasoning on RealWorld

57.91AccuracyLLaVA-NeXT-7B
41.592445.828750.06554.3013Jun 12, 2026

Evaluation results

MethodLinks
LLaVA-NeXT-7BNumber of Tokens=2880, Token Reduction Ratio=0%2026.0657.91
ALVTSNumber of Tokens=320, Token Reduction Ratio=89%2026.0656.6
DARTNumber of Tokens=320, Token Reduction Ratio=89%2026.0655.56
PDropNumber of Tokens=320, Token Reduction Ratio=89%2026.0654.25
FastVNumber of Tokens=320, Token Reduction Ratio=89%2026.0652.94
VTWNumber of Tokens=320, Token Reduction Ratio=89%2026.0642.22