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Quantitative evaluation of the performance of the bird category classification models trained on the original and AttributionScanner(AS)-improved Waterbirds dataset.
| Training Procedure | Clean Acc (↑) | Core Acc (↑) | Spurious Acc (↓) | RCS (↑) |
|---|---|---|---|---|
| Baseline | 85.73812 | 82.98582 | 82.82901 | 0.004878 |
| AS (Annotation) | 89.57465 | 86.40534 | 79.81651 | 0.195062 |
| AS (Propagation) | 90.40867 | 87.40617 | 77.89825 | 0.274038 |
