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Vision-Language Compositional Reasoning on What's-up

44.2Relation ScoreCLIP-FT
40.35241.35142.3543.349Jun 11, 2026

Evaluation results

MethodLinks
CLIP-FTBackbone=CLIP ViT-B/162026.0644.2
MACCO-CLIPBackbone=CLIP ViT-L/142026.0642.4
CLIP-FTBackbone=CLIP ViT-L/142026.0642
CLIPBackbone=CLIP ViT-B/162026.0641.9
Random Chance2026.0641.7
MACCO-CLIPBackbone=CLIP ViT-B/162026.0641.7
SigLIPBackbone=SigLIP ViT-B/162026.0641.5
CLIPBackbone=CLIP ViT-L/142026.0641.2
MACCO-SigLIPBackbone=SigLIP ViT-B/162026.0640.8
SigLIP-FTBackbone=SigLIP ViT-B/162026.0640.5