Deep Active Learning on FashionMNIST
0.7812AUBCBADGE
Evaluation Results
| Method | Links | |
|---|---|---|
| BADGEAugmentation=FV-Adv2025.12 | 0.7812 | |
| BADGEAugmentation=FGSM-Adv2025.12 | 0.7729 | |
| FVAAL2025.12 | 0.7712 | |
| DFALAugmentation=FGSM-Adv2025.12 | 0.7681 | |
| RandomAugmentation=FV-Adv2025.12 | 0.764 | |
| DFALAugmentation=FV-Adv2025.12 | 0.7626 | |
| RandomAugmentation=FGSM-Adv2025.12 | 0.7575 | |
| DFAL2025.12 | 0.7533 | |
| BADGE2025.12 | 0.7294 | |
| Random2025.12 | 0.7203 | |
| DFALAugmentation=None2025.12 | 0.7163 | |
| FVAALAugmentation=None2025.12 | 0.7155 |