Open-set classification on CIFAR-100 (IND) / TinyImageNet (OOD) with 50% symmetric noise (test)
77.3F1 ScoreNGC
Evaluation Results
| Method | Links | |
|---|---|---|
| NGCIND noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 77.3 | |
| DivideMix + ODININD noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 70.5 | |
| DivideMix + MSPIND noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 68.7 | |
| DivideMix + MDIND noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 52.6 | |
| DivideMixIND noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 51.6 |