Image Classification on CIFAR-10 IDN
97.73AccuracyProMix
Evaluation Results
| Method | Links | |
|---|---|---|
| ProMixNoise Ratio=20%2022.07 | 97.73 | |
| ProMixNoise Ratio=40%2022.07 | 97.03 | |
| DivideMixNoise Ratio=40%2022.07 | 95.07 | |
| DivideMixNoise Ratio=20%2022.07 | 93.33 | |
| ProMixNoise Ratio=60%2022.07 | 93.04 | |
| CALNoise Ratio=20%2022.07 | 92.01 | |
| CORES^2Noise Ratio=20%2022.07 | 91.14 | |
| Reweight-RNoise Ratio=20%2022.07 | 90.04 | |
| Co-teaching+Noise Ratio=20%2022.07 | 89.9 | |
| Peer LossNoise Ratio=20%2022.07 | 89.12 | |
| Co-teachingNoise Ratio=20%2022.07 | 88.87 | |
| JoCoRNoise Ratio=20%2022.07 | 88.78 | |
| LDMINoise Ratio=20%2022.07 | 88.57 | |
| Forward TNoise Ratio=20%2022.07 | 87.22 | |
| DivideMixNoise Ratio=60%2022.07 | 85.5 | |
| CENoise Ratio=20%2022.07 | 85.45 | |
| CALNoise Ratio=40%2022.07 | 84.96 | |
| Reweight-RNoise Ratio=40%2022.07 | 84.11 | |
| CORES^2Noise Ratio=40%2022.07 | 83.67 | |
| Peer LossNoise Ratio=40%2022.07 | 83.26 | |
| LDMINoise Ratio=40%2022.07 | 82.82 | |
| CALNoise Ratio=60%2022.07 | 79.82 | |
| Forward TNoise Ratio=40%2022.07 | 79.37 | |
| CORES^2Noise Ratio=60%2022.07 | 77.68 | |
| CENoise Ratio=40%2022.07 | 76.23 | |
| Peer LossNoise Ratio=60%2022.07 | 74.53 | |
| Co-teaching+Noise Ratio=40%2022.07 | 73.78 | |
| Co-teachingNoise Ratio=40%2022.07 | 73 | |
| Reweight-RNoise Ratio=60%2022.07 | 72.18 | |
| JoCoRNoise Ratio=40%2022.07 | 71.64 | |
| LDMINoise Ratio=60%2022.07 | 69.94 | |
| Forward TNoise Ratio=60%2022.07 | 66.56 | |
| JoCoRNoise Ratio=60%2022.07 | 63.46 | |
| Co-teachingNoise Ratio=60%2022.07 | 62.51 | |
| CENoise Ratio=60%2022.07 | 59.75 | |
| Co-teaching+Noise Ratio=60%2022.07 | 59.22 |