Open-set classification on CIFAR-10 (IND) Places-365 (OOD) with 50% symmetric noise (test)
88.7F1 ScoreNGC
Evaluation results
| Method | Links | |
|---|---|---|
| NGCIND noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 88.7 | |
| DivideMix + MSPIND noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 71.7 | |
| DivideMix + ODININD noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 70.5 | |
| DivideMix + MDIND noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 65.1 | |
| DivideMixIND noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 63.7 |