Image Classification on CIFAR-10 (Symmetric/Asymmetric Error Analysis)
95.96Symmetric Score (0%)Mix
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Mix2020.12 | 95.96 | 84.76 | 66.07 | 20.38 | 93.3 | 83.26 | 77.74 | 74.5 | |
| MOIT+2020.12 | 95.65 | 94.08 | 91.95 | 75.83 | 94.23 | 94.31 | 93.27 | 91.33 | |
| ELRimplementation=authors' re-run2020.12 | 95.49 | 94.49 | 92.56 | 38.23 | 95.25 | 94.66 | 92.88 | 86.22 | |
| MOIT2020.12 | 95.17 | 92.88 | 90.55 | 70.53 | 93.5 | 93.19 | 92.27 | 89.73 | |
| DMiximplementation=authors' re-run2020.12 | 94.27 | 95.12 | 94.11 | 35.36 | 93.77 | 92.47 | 90.04 | 85.02 | |
| DRPL2020.12 | 94.08 | 94 | 92.27 | 61.07 | 95.5 | 92.98 | 92.84 | 88.96 | |
| PCIL2020.12 | 93.89 | 92.72 | 91.32 | 55.99 | 93.14 | 92.85 | 91.57 | 87.35 | |
| DMI2020.12 | 93.88 | 88.33 | 83.24 | 43.67 | 91.11 | 91.16 | 83.99 | 82.2 | |
| CE2020.12 | 93.85 | 78.93 | 55.06 | 33.09 | 88.81 | 81.69 | 76.04 | 72.5 | |
| DB2020.12 | 79.18 | 93.82 | 92.26 | 15.53 | 89.58 | 92.2 | 91.2 | 79.11 |