Importance Learning on CIFAR10 25% label noise (test)
82.9Test AccuracyOracle
Evaluation Results
| Method | Links | |
|---|---|---|
| Oraclevalidation set size=100002019.11 | 82.9 | |
| PenaltyLower-level updates (T)=20, validation set size=100002019.11 | 79.67 | |
| Train+Valvalidation set size=100002019.11 | 79.1 | |
| ApproxGradLower-level updates (T)=20, linear system updates=20, validation set size=100002019.11 | 71.59 | |
| Val-Onlyvalidation set size=100002019.11 | 70.3 |