Open-set Classification on CIFAR-10 (IND) TinyImageNet (OOD) 50% symmetric noise (test)
87.5F1 ScoreNGC
Evaluation Results
| Method | Links | |
|---|---|---|
| NGCIND noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 87.5 | |
| DivideMix + MSPIND noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 72.6 | |
| DivideMix + ODININD noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 70.7 | |
| DivideMix + MDIND noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 70.2 | |
| DivideMixIND noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 63.8 |