Deep Active Learning on CIFAR-10
0.3878AUBCRandom
Evaluation results
| Method | Links | |
|---|---|---|
| RandomAugmentation=FV-Adv2025.12 | 0.3878 | |
| BADGEAugmentation=FV-Adv2025.12 | 0.382 | |
| FVAAL2025.12 | 0.3777 | |
| DFALAugmentation=FV-Adv2025.12 | 0.3768 | |
| DFAL2025.12 | 0.3767 | |
| BADGE2025.12 | 0.3723 | |
| Random2025.12 | 0.3706 | |
| RandomAugmentation=FGSM-Adv2025.12 | 0.3697 | |
| FVAALAugmentation=None2025.12 | 0.368 | |
| DFALAugmentation=FGSM-Adv2025.12 | 0.3664 | |
| DFALAugmentation=None2025.12 | 0.3664 | |
| BADGEAugmentation=FGSM-Adv2025.12 | 0.3637 |