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ResearchFormerly WizWand

Multimodal Benchmarking on SEED-I

70.2AccuracyLLaVA-NeXT-7B
57.82461.03764.2567.463Sep 29, 2025
Updated 8mo ago

Evaluation results

MethodLinks
LLaVA-NeXT-7BRetained Tokens=28802025.0970.2
ZOO-PruneRetained Tokens=6402025.0967.95
DivPruneRetained Tokens=6402025.0967.56
VisionZipRetained Tokens=6402025.0966.7
ZOO-PruneRetained Tokens=3202025.0966.47
DivPruneRetained Tokens=3202025.0965.35
ZOO-PruneRetained Tokens=1602025.0964.05
VisionZipRetained Tokens=3202025.0963.4
DivPruneRetained Tokens=1602025.0962.54
VisionZipRetained Tokens=1602025.0958.3