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Benchmarks
Animal Classification on AWA
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92.23
Task Accuracy
SynCEM
82.246
84.838
87.43
90.022
May 20, 2026
Task Accuracy
Concept Accuracy
Updated 13d ago
Evaluation Results
Method
Method
Links
Task Accuracy
Concept Accuracy
SynCEM
Backbone=ResNet
2026.05
92.23
97.48
CBM
Backbone=ResNet
2026.05
91.98
97.38
HP-CBM
Backbone=ResNet
2026.05
91.41
91.39
MixCEM
Backbone=ResNet
2026.05
89.52
97.38
DNN
Backbone=ResNet
2026.05
88.57
-
CEM
Backbone=ResNet
2026.05
88.14
97.04
ProbCBM
Backbone=ResNet
2026.05
86.49
96.81
SynCBM
Backbone=ResNet
2026.05
82.63
93.43
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