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Test-Time Adaptation on CUB-200-C
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91.9
Semantic Consistency (PAC)
ProtoTTA
88.052
89.051
90.05
91.049
Apr 16, 2026
Semantic Consistency (PAC)
Prototype Alignment (PCA-W)
Prediction Stability
Selection Rate
Relative Speed
Updated 1mo ago
Evaluation Results
Method
Method
Links
Semantic Consistency (PAC)
Prototype Alignment (PCA-W)
Prediction Stability
Selection Rate
Relative Speed
ProtoTTA
Backbone=ProtoViT (LN...
2026.04
91.9
82.6
68.7
58
95.7
EATA
Backbone=ProtoViT (LN...
2026.04
91.3
81.1
66.5
68.1
94.9
SAR
Backbone=ProtoViT (LN...
2026.04
88.9
74.3
57.8
98.9
48.7
Memo
Backbone=ProtoViT (LN...
2026.04
88.3
71.1
54.4
100
2.3
Tent
Backbone=ProtoViT (LN...
2026.04
88.3
59.1
46.5
100
91.7
Unadapted
Backbone=ProtoViT (LN...
2026.04
88.2
70.8
54.1
0
99.8
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