Paper | Code | Test Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|
Knockoffs-SPR: Clean Sample Selection in Learning with Noisy Labels | ✓ Link | 75.20 | Knockoffs-SPR | 2023-01-02 |
CLIPCleaner: Cleaning Noisy Labels with CLIP | ✓ Link | 74.87 | CLIPCleaner | 2024-08-19 |
Cross-to-merge training with class balance strategy for learning with noisy labels | ✓ Link | 74.61 | C2MT | 2024-04-01 |
Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations | ✓ Link | 74.02 | ILL | 2023-05-22 |
Scalable Penalized Regression for Noise Detection in Learning with Noisy Labels | ✓ Link | 71.16 | SPR | 2022-03-15 |