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ResearchFormerly WizWand

General Multimodal Understanding on Combined 9 Benchmarks

100Average AccuracyLLaVA-NeXT Vanilla 13B
91.05693.37895.798.022Aug 25, 2025
Updated 8mo ago

Evaluation results

MethodLinks
LLaVA-NeXT Vanilla 13BToken Budget=28802025.08100
VisionZip ✨Token Budget=6402025.0898.8
MMTokToken Budget=6402025.0898.2
VisionZip ✨Token Budget=3202025.0897.8
VisionZipToken Budget=6402025.0897.7
DivPruneToken Budget=6402025.0897.1
MMTokToken Budget=3202025.0896.4
MMTokToken Budget=1602025.0895.1
VisionZipToken Budget=3202025.0894.7
VisionZip ✨Token Budget=1602025.0894.6
DivPruneToken Budget=3202025.0894.5
DivPruneToken Budget=1602025.0892
VisionZipToken Budget=1602025.0891.4