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Performance variations under Adaptive Loss Weighting Configurations
| Configuration |  |
τ | Dice (%) |
|---|---|---|---|
| Baseline (Static Weighting) | N/A | N/A | 74.12 ± 0.90 |
| A (Smooth Filter) | 0.8 | 0.20 | 74.90 ± 0.82 |
| B (Optimal Adaptive) | 0.8 | 0.10 | 75.35 ± 0.70 |
| C (Strict Weighting) | 0.9 | 0.10 | 74.50 ± 0.85 |
| D (Sharp Transition) | 0.8 | 0.05 | 74.33 ± 0.88 |
