Classification on CIFAR-10 40% IDN (test)
85.94AccuracykMEIDTM
Evaluation Results
| Method | Links | |
|---|---|---|
| kMEIDTM2022.06 | 85.94 | |
| SEALNoise Fraction=40%2020.12 | 82.98 | |
| MEIDTM2022.06 | 82.63 | |
| CoTeaching++2022.06 | 81 | |
| JoCor2022.06 | 80.87 | |
| CoTeaching2022.06 | 80.85 | |
| DMI2022.06 | 80.74 | |
| PartT2022.06 | 80.59 | |
| Forward2022.06 | 80.29 | |
| PeerLoss2022.06 | 79.71 | |
| Co-teachingNoise Fraction=40%2020.12 | 78.72 | |
| TMDNN2022.06 | 78.51 | |
| DMINoise Fraction=40%2020.12 | 77.81 | |
| CausalNL2021.09 | 77.53 | |
| GCENoise Fraction=40%2020.12 | 76.71 | |
| CE (baseline)2022.06 | 76.68 | |
| CENoise Fraction=40%2020.12 | 75.68 | |
| DACNoise Fraction=40%2020.12 | 74.8 | |
| GCE2022.06 | 74.18 | |
| Co-teaching2021.09 | 73.41 | |
| MentorNet2021.09 | 71.83 | |
| ForwardNoise Fraction=40%2020.12 | 71.12 | |
| T-Revision2021.09 | 64.09 | |
| Reweight2021.09 | 62.58 | |
| CE2021.09 | 62.45 | |
| Decoupling2021.09 | 61.73 | |
| Mixup2021.09 | 61.56 | |
| Forward2021.09 | 60.21 |