Image Classification on CIFAR-100 (test) (0%, 20%, 30%, 40% Noise Accuracy)
81.51Accuracy (0% Noise)CCE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CCEArch=RN-50, Initializer=INet322021.04 | 81.51 | 69.76 | 62.41 | 52.4 | |
| LqArch=RN-50, Initializer=INet322021.04 | 81.51 | 71.63 | 67.29 | 59.29 | |
| MWNetArch=RN-50, Initializer=INet322021.04 | 81.51 | 80.74 | 77.36 | 72.93 | |
| MWNetArch=WRN-28-10, Initializer=No2021.04 | 79.95 | 71.55 | 66.07 | 56.05 | |
| CCEArch=RN-34, Initializer=No2021.04 | 76.76 | 59.2 | 51.4 | 42.74 | |
| F-correctionArch=RN-34, Initializer=No2021.04 | 76.76 | 71.08 | 70.76 | 70.82 | |
| LqArch=RN-34, Initializer=No2021.04 | 76.76 | 66.59 | 61.45 | 47.22 | |
| ELRArch=RN-34, Initializer=No2021.04 | 76.76 | 74.2 | 74.02 | 73.73 | |
| CCEArch=RN-50, Initializer=SimCLR2021.04 | 75.36 | 69.63 | 63.91 | 54.28 | |
| LqArch=RN-50, Initializer=SimCLR2021.04 | 75.36 | 71.26 | 68.04 | 59.26 | |
| MWNetArch=RN-50, Initializer=SimCLR2021.04 | 75.36 | 72.17 | 69.86 | 64.92 |