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ResearchFormerly WizWand

Multimodal Evaluation on MME (MME, Rel. Acc)

1,534.8MME ScoreDART
1,311.0961,369.1731,427.251,485.327Jun 17, 2026
Updated 4mo ago

Evaluation results

MethodLinks
DARTBackbone=LLaVA-1.5-13B, Visual Token Retention=128 tokens2026.061,534.897.1
LLaVA-1.5-13BBackbone=LLaVA-1.5-13B, Visual Token Retention=576 tokens2026.061,531.2100
SparseVLMBackbone=LLaVA-1.5-13B, Visual Token Retention=128 tokens2026.061,494.397.9
CDPrunerBackbone=LLaVA-1.5-13B, Visual Token Retention=128 tokens2026.061,468.597.9
SPAREBackbone=LLaVA-1.5-13B, Visual Token Retention=64 tokens2026.061,467.497.2
SPAREBackbone=LLaVA-1.5-13B, Visual Token Retention=128 tokens2026.061,449.898
CDPrunerBackbone=LLaVA-1.5-13B, Visual Token Retention=64 tokens2026.061,436.796.3
DARTBackbone=LLaVA-1.5-13B, Visual Token Retention=64 tokens2026.061,43392.5
SPAREBackbone=LLaVA-1.5-13B, Visual Token Retention=32 tokens2026.061,420.994.7
CDPrunerBackbone=LLaVA-1.5-13B, Visual Token Retention=32 tokens2026.061,417.392.6
PruMerge+Backbone=LLaVA-1.5-13B, Visual Token Retention=128 tokens2026.061,403.293.2
SparseVLMBackbone=LLaVA-1.5-13B, Visual Token Retention=64 tokens2026.061,353.589.7
PruMerge+Backbone=LLaVA-1.5-13B, Visual Token Retention=64 tokens2026.061,332.590
DARTBackbone=LLaVA-1.5-13B, Visual Token Retention=32 tokens2026.061,319.786