Image Classification on CIFAR-100 standard (test) (Symmetric/Asymmetric Label Noise Robustness)
71.59Accuracy (Clean)JAL-SEM
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| JAL-SEMSelective Edge Masking=enabled2025.08 | 71.59 | 69.64 | 65.43 | 58.34 | 26.14 | 68.93 | 57.52 | |
| CE2025.08 | 70.93 | 56.47 | 39.68 | 22.64 | 7.82 | 58.67 | 41.51 | |
| CE-SEMSelective Edge Masking=enabled2025.08 | 70.82 | 58.71 | 46.43 | 36.3 | 18.63 | 59.09 | 42.62 | |
| ANL-SEMSelective Edge Masking=enabled2025.08 | 70.79 | 67.68 | 62.63 | 52.95 | 29.04 | 66.44 | 46.07 | |
| JAL2025.08 | 70.6 | 68.25 | 64.11 | 56.73 | 22.8 | 67.9 | 56.17 | |
| SCE2025.08 | 70.57 | 55.5 | 40.13 | 22.23 | 7.84 | 57.84 | 41.58 | |
| ANL2025.08 | 70.26 | 66.93 | 61.58 | 52.09 | 28.01 | 65.96 | 45.73 | |
| NCE+RCE2025.08 | 68.07 | 64.57 | 58.48 | 46.73 | 26.94 | 62.82 | 41.5 | |
| GCE2025.08 | 61.73 | 60.58 | 57.35 | 46.15 | 20.33 | 59.19 | 40.92 |