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ResearchFormerly WizWand

Multimodal Evaluation on MME (Score, Rel. Acc)

1,579.6MME ScoreSPARE
1,443.1521,478.5761,5141,549.424Jun 17, 2026
Updated 4mo ago

Evaluation results

MethodLinks
SPARERetained Tokens=640, Token Reduction Ratio=77.8%, Backbone=LLaVA-NeXT-13B2026.061,579.699.1
DARTRetained Tokens=640, Token Reduction Ratio=77.8%, Backbone=LLaVA-NeXT-13B2026.061,558.1100.7
LLaVA-NeXT-13BRetained Tokens=2880, Token Reduction Ratio=100%, Backbone=LLaVA-NeXT-13B2026.061,539.5100
CDPrunerRetained Tokens=640, Token Reduction Ratio=77.8%, Backbone=LLaVA-NeXT-13B2026.061,539.298.3
SPARERetained Tokens=160, Token Reduction Ratio=94.4%, Backbone=LLaVA-NeXT-13B2026.061,532.395.6
DARTRetained Tokens=320, Token Reduction Ratio=88.9%, Backbone=LLaVA-NeXT-13B2026.061,528.696.3
SPARERetained Tokens=320, Token Reduction Ratio=88.9%, Backbone=LLaVA-NeXT-13B2026.061,528.697.2
CDPrunerRetained Tokens=320, Token Reduction Ratio=88.9%, Backbone=LLaVA-NeXT-13B2026.061,496.797.1
CDPrunerRetained Tokens=160, Token Reduction Ratio=94.4%, Backbone=LLaVA-NeXT-13B2026.061,484.795.2
DARTRetained Tokens=160, Token Reduction Ratio=94.4%, Backbone=LLaVA-NeXT-13B2026.061,448.489.4