Image Classification and Counterfactual Recourse on MNIST-RECOURSE
99.1AccuracyPTQ INT8
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PTQ INT8Overhead=1.00×2026.05 | 99.1 | 0.044 | 0.056 | 0.901 | |
| CFQ-QATOverhead=1.36×2026.05 | 99 | 0.041 | 0.052 | 0.91 | |
| MixedPrec-QATOverhead=1.12×2026.05 | 98.9 | 0.087 | 0.119 | 0.832 | |
| CF-PTQOverhead=1.19×2026.05 | 98.9 | 0.063 | 0.084 | 0.872 | |
| KD+QuantOverhead=1.18×2026.05 | 98.8 | 0.096 | 0.13 | 0.816 | |
| PTQ INT4Overhead=1.00×2026.05 | 98.5 | 0.132 | 0.181 | 0.772 | |
| Prune+QuantOverhead=1.08×2026.05 | 98.3 | 0.151 | 0.204 | 0.741 |