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Benchmarks
Image Classification on Average across 5 datasets
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63.43
Average Accuracy
SCPT
32.7916
40.7458
48.7
56.6542
Jul 7, 2026
Average Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
Average Accuracy
SCPT
Backbone=ViT-B/32
2026.07
63.43
SCPT
Backbone=RN50
2026.07
61.27
ATPrompt
Backbone=ViT-B/32
2026.07
59.45
TCP
Backbone=ViT-B/32
2026.07
58.95
CoOp
Backbone=ViT-B/32
2026.07
58.34
TCP
Backbone=RN50
2026.07
57.23
ATPrompt
Backbone=RN50
2026.07
56.44
CoOp
Backbone=RN50
2026.07
55.44
KgCoOp
Backbone=ViT-B/32
2026.07
54.44
KgCoOp
Backbone=RN50
2026.07
51.63
CLIP
Backbone=ViT-B/32
2026.07
45.2
CLIP
Backbone=RN50
2026.07
42.15
ProText
Backbone=ViT-B/32
2026.07
39.91
CoCoOp
Backbone=RN50
2026.07
36.47
ProText
Backbone=RN50
2026.07
34.86
CoCoOp
Backbone=ViT-B/32
2026.07
33.97
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