Image Classification on CIFAR80N (test)
72.9Accuracy (Uniform 20% Noise)VRI
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VRIEvaluation protocol=average over the last 10 epochs2026.03 | 72.9 | 67.03 | 35.44 | 64.71 | |
| USDNLEvaluation protocol=average over the last 10 epochs2026.03 | 71.54 | 63.98 | 26.07 | — | |
| PNP-softEvaluation protocol=average over the last 10 epochs2026.03 | 67 | — | 34.36 | 61.23 | |
| PNP-hardEvaluation protocol=average over the last 10 epochs2026.03 | 65.87 | — | 30.79 | 56.17 | |
| Jo-SRCEvaluation protocol=average over the last 10 epochs2026.03 | 65.83 | 58.51 | 29.76 | 53.03 | |
| MoProEvaluation protocol=average over the last 10 epochs2026.03 | 65.6 | — | 30.29 | 60.22 | |
| Co-teachingEvaluation protocol=average over the last 10 epochs2026.03 | 60.38 | — | 16.59 | 42.42 | |
| JoCoREvaluation protocol=average over the last 10 epochs2026.03 | 59.99 | — | 12.85 | 39.36 | |
| Co-teaching+Evaluation protocol=average over the last 10 epochs2026.03 | 53.97 | — | 12.29 | 43.01 | |
| DecouplingEvaluation protocol=average over the last 10 epochs2026.03 | 43.49 | — | 10.01 | 33.74 | |
| Cross-EntropyEvaluation protocol=average over the last 10 epochs2026.03 | 42.57 | 27.06 | 9.27 | 22.25 |