Image Classification on CIFAR-100 IDN
82.38AccuracyProMix
Evaluation Results
| Method | Links | |
|---|---|---|
| ProMixNoise Ratio=20%2022.07 | 82.38 | |
| ProMixNoise Ratio=40%2022.07 | 80.62 | |
| DivideMixNoise Ratio=20%2022.07 | 79.04 | |
| DivideMixNoise Ratio=40%2022.07 | 76.08 | |
| ProMixNoise Ratio=60%2022.07 | 75.2 | |
| CALNoise Ratio=20%2022.07 | 69.11 | |
| CORES^2Noise Ratio=20%2022.07 | 66.47 | |
| CALNoise Ratio=40%2022.07 | 63.17 | |
| Peer LossNoise Ratio=20%2022.07 | 61.16 | |
| CORES^2Noise Ratio=40%2022.07 | 58.99 | |
| Forward TNoise Ratio=20%2022.07 | 58.19 | |
| Reweight-RNoise Ratio=20%2022.07 | 58 | |
| LDMINoise Ratio=20%2022.07 | 57.9 | |
| CENoise Ratio=20%2022.07 | 57.79 | |
| Peer LossNoise Ratio=40%2022.07 | 47.23 | |
| DivideMixNoise Ratio=60%2022.07 | 46.72 | |
| Reweight-RNoise Ratio=40%2022.07 | 43.83 | |
| JoCoRNoise Ratio=20%2022.07 | 43.66 | |
| CALNoise Ratio=60%2022.07 | 43.58 | |
| Co-teachingNoise Ratio=20%2022.07 | 43.3 | |
| Forward TNoise Ratio=40%2022.07 | 42.8 | |
| LDMINoise Ratio=40%2022.07 | 42.7 | |
| Co-teaching+Noise Ratio=20%2022.07 | 41.71 | |
| CENoise Ratio=40%2022.07 | 41.15 | |
| CORES^2Noise Ratio=60%2022.07 | 38.55 | |
| Reweight-RNoise Ratio=60%2022.07 | 36.07 | |
| Peer LossNoise Ratio=60%2022.07 | 31.71 | |
| Forward TNoise Ratio=60%2022.07 | 27.91 | |
| LDMINoise Ratio=60%2022.07 | 26.96 | |
| CENoise Ratio=60%2022.07 | 25.28 | |
| Co-teaching+Noise Ratio=40%2022.07 | 24.45 | |
| JoCoRNoise Ratio=40%2022.07 | 23.95 | |
| Co-teachingNoise Ratio=40%2022.07 | 23.21 | |
| JoCoRNoise Ratio=60%2022.07 | 13.16 | |
| Co-teachingNoise Ratio=60%2022.07 | 12.58 | |
| Co-teaching+Noise Ratio=60%2022.07 | 12.58 |