Active Learning on SVHN (test)
67.37AccuracyREGrad
Evaluation results
| Method | Links | ||
|---|---|---|---|
| REGradacquisition_cycles=102024.04 | 67.37 | 1.807 | |
| UNGradacquisition_cycles=102024.04 | 67.27 | 1.808 | |
| Inserted Dropoutacquisition_cycles=102024.04 | 66.99 | 1.811 | |
| ExGradacquisition_cycles=102024.04 | 66.76 | 1.812 | |
| Perturb thetaacquisition_cycles=10, perturbation_target=parameters2024.04 | 66.31 | 1.817 | |
| GradNormacquisition_cycles=102024.04 | 65.43 | 1.827 | |
| NEGradacquisition_cycles=102024.04 | 65.12 | 1.827 | |
| MC-AAacquisition_cycles=102024.04 | 64.56 | 1.831 | |
| Perturb xacquisition_cycles=10, perturbation_target=input2024.04 | 64 | 1.838 | |
| LAacquisition_cycles=102024.04 | 63.44 | 1.846 | |
| Entropyacquisition_cycles=102024.04 | 63.42 | 1.845 | |
| ExGrad V Termacquisition_cycles=102024.04 | 62.32 | 1.856 |