Classification on CIFAR-100 (test) (Symmetric/Pairflip/Instance Accuracy)
68.89Symmetric 20% AccPES
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PESsemi-supervised=false, runs=5, noisy_validation_set=10%2021.06 | 68.89 | 58.9 | 57.18 | 70.49 | 65.68 | |
| CDRsemi-supervised=false, runs=5, noisy_validation_set=10%2021.06 | 66.52 | 55.3 | 43.87 | 67.33 | 55.94 | |
| T-revisionsemi-supervised=false, runs=5, noisy_validation_set=10%2021.06 | 65.4 | 50.24 | 41.1 | 60.71 | 51.54 | |
| Joint Optimsemi-supervised=false, runs=5, noisy_validation_set=10%2021.06 | 64.55 | 50.22 | 42.61 | 65.15 | 55.57 | |
| Co-teachingsemi-supervised=false, runs=5, noisy_validation_set=10%2021.06 | 59.28 | 41.37 | 33.22 | 57.24 | 45.69 | |
| DMIsemi-supervised=false, runs=5, noisy_validation_set=10%2021.06 | 58.73 | 44.25 | 26.9 | 58.05 | 47.36 | |
| Forwardsemi-supervised=false, runs=5, noisy_validation_set=10%2021.06 | 57.75 | 44.66 | 27.88 | 58.76 | 44.5 | |
| CEsemi-supervised=false, runs=5, noisy_validation_set=10%2021.06 | 51.43 | 37.69 | 34.1 | 52.19 | 42.26 |