Counterfactual Recourse Evaluation on ADULT (test)
85.7Acc.CFQ-QAT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CFQ-QATBudget=mixed, Time overhead=1.42×2026.05 | 85.7 | 0.061 | 0.071 | 85.8 | |
| PTQ INT8Budget=8-bit, Time overhead=1.00×2026.05 | 85.6 | 0.071 | 0.083 | 84.2 | |
| CF-PTQ + sensitivity allocationBudget=mixed, Time overhead=1.29×2026.05 | 85.5 | 0.074 | 0.101 | 82.6 | |
| Mixed-precision PTQBudget=mixed, Time overhead=1.08×2026.05 | 85.4 | 0.121 | 0.162 | 75.4 | |
| CF-PTQ calibrationBudget=mixed, Time overhead=1.17×2026.05 | 85.4 | 0.089 | 0.118 | 80.3 | |
| PTQ INT4Budget=4-bit, Time overhead=1.00×2026.05 | 85 | 0.176 | 0.246 | 69.1 |