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Text-Image Alignment on MS-COCO (val)

35CLIP ScoreNone
915.7522.529.25Mar 3, 2026

Evaluation results

MethodLinks
NoneModel=Z-Image, Reg.=–, Cond.=none, alpha=––2026.0335
Rimsky et al. (2024)Model=Z-Image, Reg.=–, Cond.=min_max, alpha=1.002026.0334
CAT(Ours)Model=Z-Image, Reg.=–, Cond.=none, alpha=0.752026.0334
CAT(Ours)Model=Z-Image, Reg.=0.5, Cond.=none, alpha=1.002026.0333
NoneModel=Infinity, Reg.=–, Cond.=none, alpha=––2026.0333
Rimsky et al. (2024)Model=Infinity, Reg.=–, Cond.=none, alpha=0.502026.0332
CAT(Ours)Model=Infinity, Reg.=0.5, Cond.=min_max, alpha=0.502026.0332
AffineModel=Z-Image, Reg.=–, Cond.=none, alpha=1.002026.0325
CAT(Ours)Model=Infinity, Reg.=–, Cond.=ood_mahal., alpha=1.002026.0325
Rodriguez et al. (2025)Model=Z-Image, Reg.=–, Cond.=min_max, alpha=0.252026.0322
Rodriguez et al. (2025)Model=Infinity, Reg.=–, Cond.=ood_mahal., alpha=0.252026.0316
AffineModel=Infinity, Reg.=–, Cond.=mahal., alpha=0.502026.0310