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ResearchFormerly WizWand

Image Classification on Pets (Top-1 Accuracy, ECE)

90.51Top-1 AccuracyTCA
83.885285.605187.32589.0449Jul 8, 2026
Updated 3mo ago

Evaluation results

MethodLinks
TCAPre-trained Backbone=CLIP Vit-B/16, Embedding dimension=1024-d2026.0790.516.3
ARGTCA-DIVPre-trained Backbone=CLIP Vit-B/16, Embedding dimension=1024-d2026.0789.483.44
ARGTCA-DISCPre-trained Backbone=CLIP Vit-B/16, Embedding dimension=1024-d2026.0788.913.37
O-TPTPre-trained Backbone=CLIP Vit-B/16, Embedding dimension=1024-d2026.0788.551.92
A-TPTPre-trained Backbone=CLIP Vit-B/16, Embedding dimension=1024-d2026.0788.492.23
TPTPre-trained Backbone=CLIP Vit-B/16, Embedding dimension=1024-d2026.0787.085.77
C-TPTPre-trained Backbone=CLIP Vit-B/16, Embedding dimension=1024-d2026.0784.142.77