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ResearchFormerly WizWand

Visual Instruction Following on RefCOCO

47.8AccuracyLIVE
4.036815.398426.7638.1216Jun 17, 2026
Updated 4mo ago

Evaluation results

MethodLinks
LIVEViT Model=SigLip 2 So400m, Evaluation Protocol=Zero-Shot2026.0647.8
LIVEViT Model=SigLip B/16, Evaluation Protocol=Zero-Shot2026.0647.24
LIVEViT Model=SigLip 2 B/16, Evaluation Protocol=Zero-Shot2026.0645.42
LIVEViT Model=SigLip T/14, Evaluation Protocol=Zero-Shot2026.0633.52
Menon et al.ViT Model=SigLip 2 B/16, Evaluation Protocol=Zero-Shot2026.069.72
SigLipViT Model=SigLip 2 B/16, Evaluation Protocol=Zero-Shot2026.067.75
FusionViT Model=SigLip 2 B/16, Evaluation Protocol=Zero-Shot2026.067.75
Menon et al.ViT Model=SigLip 2 So400m, Evaluation Protocol=Zero-Shot2026.067.65
Menon et al.ViT Model=SigLip B/16, Evaluation Protocol=Zero-Shot2026.067.09
FusionViT Model=SigLip B/16, Evaluation Protocol=Zero-Shot2026.066.94
SigLipViT Model=SigLip B/16, Evaluation Protocol=Zero-Shot2026.066.93
FusionViT Model=SigLip 2 So400m, Evaluation Protocol=Zero-Shot2026.066.68
SigLipViT Model=SigLip 2 So400m, Evaluation Protocol=Zero-Shot2026.066.63
SigLipViT Model=SigLip T/14, Evaluation Protocol=Zero-Shot2026.065.72
FusionViT Model=SigLip T/14, Evaluation Protocol=Zero-Shot2026.065.72
Menon et al.ViT Model=SigLip T/14, Evaluation Protocol=Zero-Shot2026.065.72