Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | NCR (ResNet-18) | 69 | No | Learning with Neighbor Consistency for Noisy Lab... | 2022-02-04 | Code |
| 2 | PropMix | 61.24 | No | PropMix: Hard Sample Filtering and Proportional ... | 2021-10-22 | Code |
| 3 | InstanceGM-SS | 60.89 | No | Instance-Dependent Noisy Label Learning via Grap... | 2022-09-02 | Code |
| 4 | InstanceGM | 58.38 | No | Instance-Dependent Noisy Label Learning via Grap... | 2022-09-02 | Code |
| 5 | FaMUS | 51.42 | No | Faster Meta Update Strategy for Noise-Robust Dee... | 2021-04-30 | Code |