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Active Learning on CelebA (test)
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69.3
yθ Accuracy
Random
62.852
64.526
66.2
67.874
Jun 22, 2026
yθ Accuracy
yϕ Accuracy
Demographic Parity (DP)
Equal Opportunity TPR (EO-TPR)
Equal Opportunity FPR (EO-FPR)
Updated 1mo ago
Evaluation Results
Method
Method
Links
yθ Accuracy
yϕ Accuracy
Demographic Parity (DP)
Equal Opportunity TPR (EO-TPR)
Equal Opportunity FPR (EO-FPR)
Random
Label budget=300, Batc...
2026.06
69.3
89
65
70
71
EPIG
Label budget=300, Batc...
2026.06
68.9
89
80
84
89
Predictive Entropy
Label budget=300, Batc...
2026.06
67.9
89
77
80
82
FairBED-EPIG
Label budget=300, Batc...
2026.06
64.5
68.4
83
90
77
HFE
Label budget=300, Batc...
2026.06
63.1
68.5
82
90
61
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