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ResearchFormerly WizWand

Multimodal Understanding on LLaVA-NeXT-7B High-IC Suite

95.7Performance RatioMMTok
36.21251.65667.182.544Aug 25, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MMTokToken Budget=642025.0895.7
DivPruneToken Budget=642025.0894.2
VisionZipToken Budget=642025.0893.2
MMTokToken Budget=322025.0892.8
DivPruneToken Budget=322025.0889.7
MMTokToken Budget=162025.0889.6
VisionZipToken Budget=322025.0887.5
DivPruneToken Budget=162025.0885.7
MMTokToken Budget=82025.0885.2
DivPruneToken Budget=82025.0879.9
MMTokToken Budget=42025.0879.2
VisionZipToken Budget=162025.0876.8
DivPruneToken Budget=42025.0871
MMTokToken Budget=22025.0871
DivPruneToken Budget=22025.0857.8
VisionZipToken Budget=82025.0852.6
VisionZipToken Budget=42025.0839.4
VisionZipToken Budget=22025.0838.5