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Consistency Evaluation on Unified-Bench

90.26CLIP ScoreBagel + Unicot
89.178489.459289.7490.0208May 18, 2026

Evaluation results

MethodLinks
Bagel + UnicotEnhancement=Unicot2026.0590.2677.7471.2893.9283.3
Bagel + LatentUMMEnhancement=LatentUMM2026.0589.9578.7473.1593.9983.96
BagelDescription=Base model2026.0589.4778.7772.493.2183.46
Bagel + SFTSFT=true2026.0589.2278.0972.0393.5183.21