Image Classification on CIFAR-10 (test) (Symmetry Accuracy Probes)
95.8Accuracy (Sym. 20%)RRL
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RRL2023.03 | 95.8 | 94.3 | 92.4 | 75 | 91.9 | 89.8 | |
| Sel-CL+2023.03 | 95.5 | 93.9 | 89.2 | 81.9 | 93.4 | 90.7 | |
| DivideMix2023.03 | 95 | 93.7 | 92.4 | 74.2 | 91.4 | 89.3 | |
| TCL2023.03 | 95 | 93.9 | 92.5 | 89.4 | 92.6 | 92.7 | |
| M-correction2023.03 | 93.8 | 91.9 | 86.6 | 68.7 | 87.4 | 85.7 | |
| ELR2023.03 | 93.8 | 92.6 | 88 | 63.3 | 85.3 | 84.6 | |
| MOIT2023.03 | 93.1 | 90 | 79 | 69.6 | 92 | 84.7 | |
| Mixup2023.03 | 92.3 | 77.6 | 46.7 | 43.9 | 77.7 | 67.6 | |
| P-correction2023.03 | 92 | 88.7 | 76.5 | 58.2 | 91.6 | 81.4 | |
| Cross-Entropy2023.03 | 82.7 | 57.9 | 26.1 | 16.8 | 76 | 51.9 |