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Quantitative evaluation of the performance of the hair color classification models trained on the original and AttributionScanner (AS)-improved CelebA dataset.
| Training Procedure | Clean Acc (↑) | Core Acc (↑) | Spurious Acc (↓) | RCS (↑) |
|---|---|---|---|---|
| Baseline | 98.02688 | 97.21170 | 97.61917 | 0.067720 |
| AS (Annotation) | 98.02688 | 98.02185 | 96.92958 | 0.216351 |
| AS (Propagation) | 98.08225 | 98.16278 | 96.01852 | 0.368512 |
