Active Learning on CelebA (test)
69.3yθ AccuracyRandom
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RandomLabel budget=300, Batch size=22026.06 | 69.3 | 89 | 65 | 70 | 71 | |
| EPIGLabel budget=300, Batch size=22026.06 | 68.9 | 89 | 80 | 84 | 89 | |
| Predictive EntropyLabel budget=300, Batch size=22026.06 | 67.9 | 89 | 77 | 80 | 82 | |
| FairBED-EPIGLabel budget=300, Batch size=2, β=102026.06 | 64.5 | 68.4 | 83 | 90 | 77 | |
| HFELabel budget=300, Batch size=2, β=102026.06 | 63.1 | 68.5 | 82 | 90 | 61 |