Semantic Attribute Prediction and Counterfactual Recourse on CELEBA-ATTRIBUTES
90.2AccuracyPTQ INT8
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PTQ INT8Overhead=1.00×2026.05 | 90.2 | 0.081 | 0.108 | 84.8 | |
| CFQ-QATOverhead=1.46×2026.05 | 89.9 | 0.083 | 0.109 | 84.2 | |
| CF-PTQOverhead=1.28×2026.05 | 89.8 | 0.112 | 0.146 | 80.6 | |
| MixedPrec-QATOverhead=1.18×2026.05 | 89.7 | 0.146 | 0.197 | 75.2 | |
| KD+QuantOverhead=1.25×2026.05 | 89.5 | 0.159 | 0.211 | 73.9 | |
| PTQ INT4Overhead=1.00×2026.05 | 88.6 | 0.214 | 0.296 | 67.2 | |
| Prune+QuantOverhead=1.13×2026.05 | 88.3 | 0.236 | 0.322 | 64.3 |