Image Classification on CIFAR-100 (10-40% Noise Robustness)
75.93Accuracy (10% Noise)PENCIL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PENCILepoch=last2019.03 | 75.93 | 74.7 | 72.52 | 63.61 | |
| Forward T*ground-truth noise transition matrix=used2019.03 | 71.05 | 71.08 | 70.76 | 70.82 | |
| Trunc Lq2019.03 | 68.86 | 66.59 | 61.87 | 47.66 | |
| Lq2019.03 | 68.36 | 66.59 | 61.45 | 47.22 | |
| Cross Entropy Loss2019.03 | 66.54 | 59.2 | 51.4 | 42.74 | |
| Forward Tground-truth noise transition matrix=not used2019.03 | 45.96 | 42.46 | 38.13 | 34.44 |