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Benchmarks
Concept Detection on PAS (test)
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85.57
Concept Accuracy
HyperCBM
69.5956
73.7428
77.89
82.0372
Jun 1, 2026
Concept Accuracy
Concept AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Concept Accuracy
Concept AUC
HyperCBM
Labeled Ratio=0.6, Bac...
2026.06
85.57
71.25
HyperCBM
Labeled Ratio=0.8, Bac...
2026.06
85.57
71.89
HyperCBM*
Labeled Ratio=1.0, Bac...
2026.06
84.93
71.45
HyperCBM
Labeled Ratio=0.4, Bac...
2026.06
84.19
68.2
HyperCBM
Labeled Ratio=0.2, Bac...
2026.06
83.07
67.08
HyperCBM
Labeled Ratio=0.1, Bac...
2026.06
81.61
64.43
CBM*
Labeled Ratio=1.0, Bac...
2026.06
79.85
64.64
CEM*
Labeled Ratio=1.0, Bac...
2026.06
78.14
61.67
HyperCBM
Labeled Ratio=0.01, Ba...
2026.06
70.21
52.67
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