Image Classification on CIFAR-10 (test) (Accuracy vs Noise Level)
80.46Accuracy (Noise 0.1)ROLT-DRW
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ROLT-DRWimbalance_ratio=502021.08 | 80.46 | 78.31 | 76.36 | 69.64 | 54.34 | |
| LDAM-DRWimbalance_ratio=502021.08 | 79.01 | 76.41 | 71.83 | 62.22 | 48.88 | |
| ROLTimbalance_ratio=502021.08 | 77.49 | 74.91 | 72.43 | 64.37 | 49.32 | |
| LDAMimbalance_ratio=502021.08 | 75.06 | 71.34 | 64.71 | 54.42 | 42.95 | |
| BBNimbalance_ratio=502021.08 | 72.86 | 68.01 | 60.49 | 52.89 | 46.22 | |
| NCMimbalance_ratio=502021.08 | 72.37 | 69.6 | 65.26 | 56.78 | 49.68 | |
| HAR-DRWimbalance_ratio=502021.08 | 72.12 | 67.44 | 60.73 | 63.04 | 52.35 | |
| ERM-DRWimbalance_ratio=502021.08 | 71.99 | 65.76 | 58.69 | 55.85 | 43.38 | |
| ERMimbalance_ratio=502021.08 | 69.33 | 63.6 | 58.69 | 55.85 | 43.38 | |
| cRTimbalance_ratio=502021.08 | 69.22 | 65.02 | 60.64 | 51.9 | 43.26 |