Classification on CIFAR-10 30% IDN (test)
90.73AccuracykMEIDTM
Evaluation Results
| Method | Links | |
|---|---|---|
| kMEIDTM2022.06 | 90.73 | |
| MEIDTM2022.06 | 87.68 | |
| Forward2022.06 | 86.93 | |
| DMI2022.06 | 86.87 | |
| CoTeaching2022.06 | 86.4 | |
| CoTeaching++2022.06 | 85.72 | |
| TMDNN2022.06 | 85.7 | |
| JoCor2022.06 | 85.54 | |
| PartT2022.06 | 85.33 | |
| SEALNoise Fraction=30%2020.12 | 85.3 | |
| PeerLoss2022.06 | 84.55 | |
| Co-teachingNoise Fraction=30%2020.12 | 84.33 | |
| GCE2022.06 | 82.9 | |
| CE (baseline)2022.06 | 82.42 | |
| DMINoise Fraction=30%2020.12 | 81.98 | |
| GCENoise Fraction=30%2020.12 | 81.54 | |
| DACNoise Fraction=30%2020.12 | 80.88 | |
| CENoise Fraction=30%2020.12 | 80.87 | |
| CausalNL2021.09 | 80.38 | |
| ForwardNoise Fraction=30%2020.12 | 78.87 | |
| Co-teaching2021.09 | 78.56 | |
| MentorNet2021.09 | 77.22 | |
| Decoupling2021.09 | 75.17 | |
| T-Revision2021.09 | 70.36 | |
| Reweight2021.09 | 70.12 | |
| Mixup2021.09 | 70.02 | |
| Forward2021.09 | 69.75 | |
| CE2021.09 | 69.15 |