Noisy Label Learning on CIFAR-100
78.8AccuracySOP
Evaluation results
| Method | Links | |
|---|---|---|
| SOPNoise Type=Sym., Noise Ratio η=0.22023.05 | 78.8 | |
| SOPNoise Type=Asym., Noise Ratio η=0.42023.05 | 78 | |
| ELRNoise Type=Sym., Noise Ratio η=0.22023.05 | 77.7 | |
| ELRNoise Type=Asym., Noise Ratio η=0.42023.05 | 77.5 | |
| ILLNoise Type=Sym., Noise Ratio η=0.22023.05 | 77.49 | |
| DivideMixNoise Type=Sym., Noise Ratio η=0.22023.05 | 77.1 | |
| SOPNoise Type=Sym., Noise Ratio η=0.52023.05 | 75.9 | |
| ILLNoise Type=Asym., Noise Ratio η=0.42023.05 | 75.82 | |
| ILLNoise Type=Sym., Noise Ratio η=0.52023.05 | 75.51 | |
| DivideMixNoise Type=Sym., Noise Ratio η=0.52023.05 | 74.6 | |
| ELRNoise Type=Sym., Noise Ratio η=0.52023.05 | 73.8 | |
| SOPRatio=0.32026.02 | 73.67 | |
| DivideMixRatio=0.32026.02 | 73.28 | |
| FastBUSRatio=0.32026.02 | 72.91 | |
| ELRRatio=0.32026.02 | 72.83 | |
| DivideMixNoise Type=Asym., Noise Ratio η=0.42023.05 | 72.1 | |
| MixupNoise Type=Sym., Noise Ratio η=0.22023.05 | 69.9 | |
| SOPRatio=0.72026.02 | 66.47 | |
| ILLNoise Type=Sym., Noise Ratio η=0.82023.05 | 66.46 | |
| FastBUSRatio=0.72026.02 | 66.29 | |
| DivideMixRatio=0.72026.02 | 65.89 | |
| ELRRatio=0.72026.02 | 65.76 | |
| SOPNoise Type=Sym., Noise Ratio η=0.82023.05 | 63.3 | |
| ELRNoise Type=Sym., Noise Ratio η=0.82023.05 | 60.8 | |
| DivideMixNoise Type=Sym., Noise Ratio η=0.82023.05 | 60.2 | |
| CENoise Type=Sym., Noise Ratio η=0.22023.05 | 58.1 | |
| MixupNoise Type=Sym., Noise Ratio η=0.52023.05 | 57.3 | |
| CENoise Type=Sym., Noise Ratio η=0.52023.05 | 47.1 | |
| CENoise Type=Asym., Noise Ratio η=0.42023.05 | 43.3 | |
| MixupNoise Type=Sym., Noise Ratio η=0.82023.05 | 33.6 | |
| CENoise Type=Sym., Noise Ratio η=0.82023.05 | 23.8 |