Metric: Test Accuracy (higher is better)
| # | Model↕ | Test Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Knockoffs-SPR | 75.2 | No | Knockoffs-SPR: Clean Sample Selection in Learnin... | 2023-01-02 | Code |
| 2 | CLIPCleaner | 74.87 | No | CLIPCleaner: Cleaning Noisy Labels with CLIP | 2024-08-19 | Code |
| 3 | C2MT | 74.61 | No | - | - | Code |
| 4 | ILL | 74.02 | No | Imprecise Label Learning: A Unified Framework fo... | 2023-05-22 | Code |
| 5 | SPR | 71.16 | No | Scalable Penalized Regression for Noise Detectio... | 2022-03-15 | Code |