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ResearchFormerly WizWand

Visual Instruction Following on ImageNet Instructive Visual Benchmark

85AccuracyLIVE
4.753625.586846.4267.2532Jun 17, 2026
Updated 4mo ago

Evaluation results

MethodLinks
LIVEViT Model=SigLip 2 So400m, Evaluation Protocol=Zero-Shot2026.0685
LIVEViT Model=SigLip 2 B/16, Evaluation Protocol=Zero-Shot2026.0684.54
LIVEViT Model=SigLip B/16, Evaluation Protocol=Zero-Shot2026.0683.51
LIVEViT Model=SigLip T/14, Evaluation Protocol=Zero-Shot2026.0671.72
FusionViT Model=SigLip 2 B/16, Evaluation Protocol=Zero-Shot2026.0610.91
FusionViT Model=SigLip T/14, Evaluation Protocol=Zero-Shot2026.0610.85
FusionViT Model=SigLip 2 So400m, Evaluation Protocol=Zero-Shot2026.0610.46
Menon et al.ViT Model=SigLip 2 B/16, Evaluation Protocol=Zero-Shot2026.069.5
Menon et al.ViT Model=SigLip 2 So400m, Evaluation Protocol=Zero-Shot2026.069.43
FusionViT Model=SigLip B/16, Evaluation Protocol=Zero-Shot2026.069.35
SigLipViT Model=SigLip 2 B/16, Evaluation Protocol=Zero-Shot2026.069.29
SigLipViT Model=SigLip 2 So400m, Evaluation Protocol=Zero-Shot2026.069.21
SigLipViT Model=SigLip B/16, Evaluation Protocol=Zero-Shot2026.068.45
Menon et al.ViT Model=SigLip B/16, Evaluation Protocol=Zero-Shot2026.068.17
Menon et al.ViT Model=SigLip T/14, Evaluation Protocol=Zero-Shot2026.067.93
SigLipViT Model=SigLip T/14, Evaluation Protocol=Zero-Shot2026.067.84