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ResearchFormerly WizWand

Visual Question Answering on POPE (Average F1-score)

86.73Average F1SADI
68.810873.462978.11582.7671May 24, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SADIModel=LLaVA-1.52026.0586.73
DevilsModel=LLaVA-1.52026.0586.12
OPERAModel=LLaVA-1.52026.0585.6
VCDModel=LLaVA-1.52026.0584.52
SADIModel=Shikra2026.0584.15
DevilsModel=Shikra2026.0583.45
PAIModel=LLaVA-1.52026.0583.28
OPERAModel=Shikra2026.0582.7
VCDModel=Shikra2026.0581.85
PAIModel=Shikra2026.0580.95
RegularModel=Shikra2026.0579.8
RegularModel=LLaVA-1.52026.0579.65
SADIModel=MiniGPT-42026.0575.5
DevilsModel=MiniGPT-42026.0574.6
OPERAModel=MiniGPT-42026.0573.3
VCDModel=MiniGPT-42026.0572.85
PAIModel=MiniGPT-42026.0571.2
RegularModel=MiniGPT-42026.0569.5