Image Classification on CIFAR100 (test) (IDN Robustness Levels 20-50%)
41.47IDN (20%)CausalNL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CausalNL2021.09 | 41.47 | 40.98 | 34.02 | 33.34 | 32.129 | |
| MentorNet2021.09 | 38.91 | 34.23 | 31.89 | 27.53 | 24.15 | |
| Co-teaching2021.09 | 37.96 | 33.43 | 28.04 | 25.6 | 23.97 | |
| T-Revision2021.09 | 37.24 | 36.54 | 27.23 | 25.53 | 22.54 | |
| Reweight2021.09 | 36.73 | 31.91 | 28.39 | 24.12 | 20.23 | |
| Decoupling2021.09 | 36.53 | 30.93 | 27.85 | 23.81 | 19.59 | |
| Forward2021.09 | 36.38 | 33.17 | 26.75 | 21.93 | 19.27 | |
| Mixup2021.09 | 32.92 | 29.76 | 25.92 | 23.13 | 21.31 | |
| CE2021.09 | 30.42 | 24.15 | 21.45 | 15.23 | 14.42 |