Paper | Code | Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|
Learning with Neighbor Consistency for Noisy Labels | ✓ Link | 51.2 | NCR (ResNet-18) | 2022-02-04 |
Instance-Dependent Noisy Label Learning via Graphical Modelling | ✓ Link | 44.03 | InstanceGM-SS | 2022-09-02 |
PropMix: Hard Sample Filtering and Proportional MixUp for Learning with Noisy Labels | ✓ Link | 43.42 | PropMix | 2021-10-22 |
Instance-Dependent Noisy Label Learning via Graphical Modelling | ✓ Link | 39.62 | InstanceGM | 2022-09-02 |
Faster Meta Update Strategy for Noise-Robust Deep Learning | ✓ Link | 35.5 | FaMUS | 2021-04-30 |