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ResearchFormerly WizWand

Visual Question Answering on VQA v2 (Acc.)

82.8AccuracyLLaVA-Next
41.92852.53963.1573.761May 29, 2025
Updated 6mo ago

Evaluation results

MethodLinks
LLaVA-NextParams (B)=13, Text Gen Arch=AR, Image Gen Arch=-2025.0582.8
QWEN-VLParams (B)=7, Text Gen Arch=AR, Image Gen Arch=-2025.0578.2
MudditParams (B)=1, Text Gen Arch=Discrete Diff., Image Gen Arch=Discrete Diff., Resolution=1024×10242025.0570.2
Show-OParams (B)=1.3, Text Gen Arch=AR, Image Gen Arch=Discrete Diff., Resolution=512×5122025.0569.4
MudditParams (B)=1, Text Gen Arch=Discrete Diff., Image Gen Arch=Discrete Diff., Resolution=512×5122025.0568.2
BLIP-2Params (B)=13, Text Gen Arch=AR, Image Gen Arch=-2025.0565
Show-OParams (B)=1.3, Text Gen Arch=AR, Image Gen Arch=Discrete Diff., Resolution=256×2562025.0564.7
D-DiTParams (B)=2, Text Gen Arch=Discrete Diff., Image Gen Arch=Diffusion, Resolution=512×5122025.0560.1
D-DiTParams (B)=2, Text Gen Arch=Discrete Diff., Image Gen Arch=Diffusion, Resolution=256×2562025.0559.5
LWMParams (B)=7, Text Gen Arch=AR, Image Gen Arch=AR2025.0555.8
FlamingoParams (B)=9, Text Gen Arch=AR, Image Gen Arch=-2025.0551.8
OpenFlamingoParams (B)=9, Text Gen Arch=AR, Image Gen Arch=-2025.0543.5