Noise Detection on Synthetic setup 50% injected label noise
1.17Detection RatioJANUS
Evaluation Results
| Method | Links | |
|---|---|---|
| JANUSSpeedup=128×2026.03 | 1.17 | |
| Evidential DLSpeedup=45×2026.03 | 1 | |
| MC DropoutSpeedup=1×2026.03 | 0.93 | |
| Deep EnsembleSpeedup=0.2×2026.03 | 0.48 |