Importance Learning on CIFAR10 50% label noise (test)
80.7Test AccuracyOracle
Evaluation Results
| Method | Links | |
|---|---|---|
| Oraclevalidation set size=100002019.11 | 80.7 | |
| PenaltyLower-level updates (T)=20, validation set size=100002019.11 | 79.03 | |
| Train+Valvalidation set size=100002019.11 | 72.2 | |
| Val-Onlyvalidation set size=100002019.11 | 70.3 | |
| ApproxGradLower-level updates (T)=20, linear system updates=20, validation set size=100002019.11 | 68.08 |