Active Learning on CIFAR-100 (test)
13.37AccuracyREGrad
Evaluation results
| Method | Links | ||
|---|---|---|---|
| REGradacquisition_cycles=102024.04 | 13.37 | 4.505 | |
| Perturb thetaacquisition_cycles=10, perturbation_target=parameters2024.04 | 13.17 | 4.506 | |
| NEGradacquisition_cycles=102024.04 | 13.16 | 4.507 | |
| GradNormacquisition_cycles=102024.04 | 12.89 | 4.509 | |
| Inserted Dropoutacquisition_cycles=102024.04 | 12.59 | 4.507 | |
| LAacquisition_cycles=102024.04 | 12.59 | 4.505 | |
| UNGradacquisition_cycles=102024.04 | 12.56 | 4.508 | |
| ExGradacquisition_cycles=102024.04 | 12.55 | 4.506 | |
| Perturb xacquisition_cycles=10, perturbation_target=input2024.04 | 12.23 | 4.511 | |
| MC-AAacquisition_cycles=102024.04 | 12.14 | 4.515 | |
| Entropyacquisition_cycles=102024.04 | 11.57 | 4.521 | |
| ExGrad V Termacquisition_cycles=102024.04 | 11.3 | 4.52 |