Open-set Classification on CIFAR-10 IND CIFAR-100 OOD 50% symmetric noise (test)
83.8F-measureNGC
Evaluation results
| Method | Links | |
|---|---|---|
| NGCIND noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 83.8 | |
| DivideMix + MSPIND noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 69.8 | |
| DivideMix + ODININD noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 68.1 | |
| DivideMix + MDIND noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 63.5 | |
| DivideMixIND noise=50% symmetric, Training OOD samples=20k, Test OOD samples=10k2021.08 | 63.2 |