Image Classification on CIFAR-10 standard (test) (Symmetric & Asymmetric Corruption Levels)
91.86Accuracy (Clean)JAL-SEM
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| JAL-SEMSelective Edge Masking=enabled2025.08 | 91.86 | 90.18 | 88.04 | 82.63 | 66.39 | 90.05 | 80.11 | |
| ANL2025.08 | 91.74 | 89.68 | 87.16 | 81.28 | 62.28 | 89.09 | 77.99 | |
| ANL-SEMSelective Edge Masking=enabled2025.08 | 91.7 | 90.07 | 87.56 | 82.21 | 64.18 | 89.56 | 80.87 | |
| JAL2025.08 | 91.63 | 89.95 | 87.53 | 82.03 | 65.43 | 89.11 | 79.54 | |
| SCE2025.08 | 91.51 | 87.65 | 79.73 | 61.79 | 28.01 | 85.94 | 74.33 | |
| NCE+RCE2025.08 | 90.8 | 88.93 | 85.89 | 79.89 | 54.99 | 88.62 | 77.94 | |
| CE2025.08 | 90.5 | 75.21 | 58.05 | 38.8 | 19.74 | 83.05 | 73.85 | |
| CE-SEMSelective Edge Masking=enabled2025.08 | 90.28 | 78.35 | 69.42 | 59.55 | 39.72 | 85.26 | 77.5 | |
| GCE2025.08 | 89.66 | 89.36 | 82.19 | 68.01 | 46.61 | 85.72 | 73.36 |