ResearchBenchmarksVision-Language Model Calibration on FLWVision-Language Model Calibration on FLWFollow0.5Static Calibration Error (SCE)TPT0.49640.52070.5450.5693Mar 15, 2025Evaluation resultsMethodMethodLinksStatic Calibration Error (SCE)TPTBackbone=CLIP-ViT-B/16Backbone=CLIP-ViT-B/162025.030.5C-TPTBackbone=CLIP-ViT-B/16Backbone=CLIP-ViT-B/162025.030.52O-TPTBackbone=CLIP-ViT-B/16Backbone=CLIP-ViT-B/162025.030.53Zero-shotBackbone=CLIP-ViT-B/16Backbone=CLIP-ViT-B/162025.030.59