Classification on CIFAR-10 20% IDN (test)
92.26AccuracykMEIDTM
Evaluation Results
| Method | Links | |
|---|---|---|
| kMEIDTM2022.06 | 92.26 | |
| MEIDTM2022.06 | 91.38 | |
| DMI2022.06 | 89.99 | |
| CoTeaching++2022.06 | 89.78 | |
| Forward2022.06 | 89.62 | |
| PartT2022.06 | 89.33 | |
| JoCor2022.06 | 89.3 | |
| TMDNN2022.06 | 89.21 | |
| GCE2022.06 | 88.89 | |
| CoTeaching2022.06 | 88.43 | |
| PeerLoss2022.06 | 88.14 | |
| SEALNoise Fraction=20%2020.12 | 87.79 | |
| Co-teachingNoise Fraction=20%2020.12 | 87.28 | |
| CE (baseline)2022.06 | 86.93 | |
| DMINoise Fraction=20%2020.12 | 86.57 | |
| GCENoise Fraction=20%2020.12 | 86.44 | |
| ForwardNoise Fraction=20%2020.12 | 86.35 | |
| CENoise Fraction=20%2020.12 | 86.34 | |
| DACNoise Fraction=20%2020.12 | 86.16 | |
| CausalNL2021.09 | 81.47 | |
| MentorNet2021.09 | 81.03 | |
| Co-teaching2021.09 | 80.96 | |
| Decoupling2021.09 | 78.71 | |
| Reweight2021.09 | 76.23 | |
| T-Revision2021.09 | 76.15 | |
| CE2021.09 | 75.81 | |
| Forward2021.09 | 74.64 | |
| Mixup2021.09 | 73.17 |