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Image Classification on SICAP C v2
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88.8
Semantic Consistency (PAC)
Unadapted
84.328
85.489
86.65
87.811
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
Unadapted
Backbone=ProtoPNet (BN...
2026.04
88.8
51.3
20.8
0
99.9
ProtoTTA
Backbone=ProtoPNet (BN...
2026.04
87.7
60.4
27.9
1.2
75.3
ProtoTTA+
Backbone=ProtoPNet (BN...
2026.04
87.4
59.8
27.2
76.3
45.1
EATA
Backbone=ProtoPNet (BN...
2026.04
86.2
61.9
26.6
3
89.5
Memo
Backbone=ProtoPNet (BN...
2026.04
86.1
60.7
31.1
100
45.4
SAR
Backbone=ProtoPNet (BN...
2026.04
85.9
62
28.3
100
22.6
Tent
Backbone=ProtoPNet (BN...
2026.04
84.5
60.9
22.7
100
45.3
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