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Benchmarks
Animal Classification on AWA Inc
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91.86
Task Accuracy
SynCEM
63.9776
71.2163
78.455
85.6937
May 20, 2026
Task Accuracy
Concept Accuracy
Updated 13d ago
Evaluation Results
Method
Method
Links
Task Accuracy
Concept Accuracy
SynCEM
Backbone=ResNet
2026.05
91.86
97.24
HP-CBM
Backbone=ResNet
2026.05
91.47
89.59
SynCBM
Backbone=ResNet
2026.05
88.39
96.7
CEM
Backbone=ResNet
2026.05
87.95
96.52
DNN
Backbone=ResNet
2026.05
87.94
-
MixCEM
Backbone=ResNet
2026.05
86.05
95.88
CBM
Backbone=ResNet
2026.05
71.52
93.1
ProbCBM
Backbone=ResNet
2026.05
65.05
95.61
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