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ResearchFormerly WizWand

Visual Question Answering on MMBench Chinese

55.6AccuracyLLaVA-1.5-7B
44.78447.59250.453.208Jul 8, 2026
Updated 3mo ago

Evaluation results

MethodLinks
LLaVA-1.5-7BBackbone=LLaVA-1.5-7B, Visual Token Budget=5762026.0755.6
SparseVLMBackbone=LLaVA-1.5-7B, Visual Token Budget=1282026.0754.4
FastVBackbone=LLaVA-1.5-7B, Visual Token Budget=1282026.0753.6
VisionZipBackbone=LLaVA-1.5-7B, Visual Token Budget=1282026.0753.5
AnchorPruneBackbone=LLaVA-1.5-7B, Visual Token Budget=1282026.0753.2
DivPruneBackbone=LLaVA-1.5-7B, Visual Token Budget=1282026.0752.5
AnchorPruneBackbone=LLaVA-1.5-7B, Visual Token Budget=642026.0752
CDPrunerBackbone=LLaVA-1.5-7B, Visual Token Budget=1282026.0751.9
PyramidDropBackbone=LLaVA-1.5-7B, Visual Token Budget=1282026.0751.8
PruMerge+Backbone=LLaVA-1.5-7B, Visual Token Budget=1282026.0751.4
VisionZipBackbone=LLaVA-1.5-7B, Visual Token Budget=642026.0751.1
FastVBackbone=LLaVA-1.5-7B, Visual Token Budget=642026.0750.3
AnchorPruneBackbone=LLaVA-1.5-7B, Visual Token Budget=322026.0749.9
CDPrunerBackbone=LLaVA-1.5-7B, Visual Token Budget=642026.0749.8
PruMerge+Backbone=LLaVA-1.5-7B, Visual Token Budget=642026.0749.6
DivPruneBackbone=LLaVA-1.5-7B, Visual Token Budget=642026.0749.4
SparseVLMBackbone=LLaVA-1.5-7B, Visual Token Budget=642026.0748.9
VisionZipBackbone=LLaVA-1.5-7B, Visual Token Budget=322026.0748
CDPrunerBackbone=LLaVA-1.5-7B, Visual Token Budget=322026.0746
DivPruneBackbone=LLaVA-1.5-7B, Visual Token Budget=322026.0745.8
PyramidDropBackbone=LLaVA-1.5-7B, Visual Token Budget=642026.0745.5
PruMerge+Backbone=LLaVA-1.5-7B, Visual Token Budget=322026.0745.2