Data Quality Estimation Dataset
53Soft AccuracyLipB-ViTSN1
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LipB-ViTSN1Weighting Basis=Confidence-based (Conf.)2026.05 | 53 | 42 | |
| LipB-ViTSN5Weighting Basis=Confidence-based (Conf.)2026.05 | 49 | 41 | |
| B-ViTWeighting Basis=Uncertainty-based (Unc.)2026.05 | 47 | 41 | |
| B-ViTWeighting Basis=Confidence-based (Conf.)2026.05 | 46 | 37 | |
| LipB-ViTSN1Weighting Basis=Uncertainty-based (Unc.)2026.05 | 43 | 40 | |
| Standard ViTWeighting Basis=Confidence-based (Conf.)2026.05 | 42 | 38 | |
| LipB-ViT_CoTeachingWeighting Basis=Confidence-based (Conf.)2026.05 | 40 | 34 | |
| LipB-ViTSN5Weighting Basis=Uncertainty-based (Unc.)2026.05 | 40 | 39 | |
| LipB-ViT_CoTeachingWeighting Basis=Uncertainty-based (Unc.)2026.05 | 32 | 34 | |
| Radius BasedWeighting Basis=Uncertainty-based (Unc.)2026.05 | 26 | 34 |