Image Classification on CelebA-HQ
83.87AccuracyLMP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LMPAug.=None, Pruning Ratio=50%2026.01 | 83.87 | 46 | |
| Vanilla TrainAug.=L2, Pruning Ratio=50%2026.01 | 83.79 | 71 | |
| Vanilla TrainAug.=L2, Pruning Ratio=70%2026.01 | 83.79 | 71 | |
| Vanilla TrainAug.=None, Pruning Ratio=50%2026.01 | 83.62 | 50 | |
| Vanilla TrainAug.=None, Pruning Ratio=70%2026.01 | 83.62 | 50 | |
| Vanilla TrainAug.=L1, Pruning Ratio=50%2026.01 | 82.96 | 66 | |
| Vanilla TrainAug.=L1, Pruning Ratio=70%2026.01 | 82.96 | 66 | |
| LMPAug.=L1, Pruning Ratio=50%2026.01 | 82.47 | 54 | |
| C-SAMAug.=L1, Pruning Ratio=50%2026.01 | 82.3 | 74 | |
| LMPAug.=L2, Pruning Ratio=50%2026.01 | 81.98 | 66 | |
| C-SAMAug.=L2, Pruning Ratio=50%2026.01 | 79.09 | 74 | |
| S2-SAMAug.=L1, Pruning Ratio=50%2026.01 | 78.27 | 58 | |
| C-SAMAug.=L2, Pruning Ratio=70%2026.01 | 76.46 | 63 | |
| C-SAMAug.=L1, Pruning Ratio=70%2026.01 | 76.13 | 56 | |
| S2-SAMAug.=None, Pruning Ratio=50%2026.01 | 75.96 | 45 | |
| S2-SAMAug.=L2, Pruning Ratio=50%2026.01 | 75.06 | 55 | |
| AdvTrain+LMPAug.=None, Pruning Ratio=50%2026.01 | 73.09 | 5 | |
| AdvTrainAug.=L1, Pruning Ratio=50%2026.01 | 72.59 | 12 | |
| AdvTrainAug.=L1, Pruning Ratio=70%2026.01 | 72.59 | 12 | |
| AdvTrainAug.=None, Pruning Ratio=50%2026.01 | 72.26 | 2 | |
| AdvTrainAug.=None, Pruning Ratio=70%2026.01 | 72.26 | 2 | |
| AdvTrainAug.=L2, Pruning Ratio=50%2026.01 | 72.02 | 14 | |
| AdvTrainAug.=L2, Pruning Ratio=70%2026.01 | 72.02 | 14 | |
| AdvTrain+LMPAug.=None, Pruning Ratio=70%2026.01 | 71.69 | 4 | |
| AdvTrain+LMPAug.=L1, Pruning Ratio=50%2026.01 | 71.19 | 10 | |
| AdvTrain+LMPAug.=L2, Pruning Ratio=70%2026.01 | 70.95 | 22 | |
| AdvTrain+LMPAug.=L2, Pruning Ratio=50%2026.01 | 69.22 | 39 | |
| LMPAug.=L2, Pruning Ratio=70%2026.01 | 67.9 | 46 | |
| AdvTrain+LMPAug.=L1, Pruning Ratio=70%2026.01 | 67.65 | 12 | |
| S2-SAMAug.=L1, Pruning Ratio=70%2026.01 | 65.43 | 41 | |
| LMPAug.=L1, Pruning Ratio=70%2026.01 | 63.7 | 39 | |
| S2-SAMAug.=L2, Pruning Ratio=70%2026.01 | 62.55 | 51 | |
| S2-SAMAug.=None, Pruning Ratio=70%2026.01 | 62.47 | 33 | |
| LMPAug.=None, Pruning Ratio=70%2026.01 | 62.06 | 20 | |
| HYDRAAug.=L2, Pruning Ratio=70%2026.01 | 53.99 | 40 | |
| HYDRAAug.=None, Pruning Ratio=50%2026.01 | 53.33 | 28 | |
| HYDRAAug.=L1, Pruning Ratio=50%2026.01 | 51.44 | 26 | |
| HYDRAAug.=L2, Pruning Ratio=50%2026.01 | 51.19 | 48 | |
| HYDRAAug.=None, Pruning Ratio=70%2026.01 | 51.19 | 28 | |
| Flying Bird+Aug.=L1, Pruning Ratio=70%2026.01 | 49.87 | 7 | |
| Flying Bird+Aug.=None, Pruning Ratio=70%2026.01 | 49.79 | 9 | |
| Flying Bird+Aug.=L1, Pruning Ratio=50%2026.01 | 49.05 | 4 | |
| HYDRAAug.=L1, Pruning Ratio=70%2026.01 | 48.97 | 34 | |
| Flying Bird+Aug.=None, Pruning Ratio=50%2026.01 | 47.98 | 6 | |
| Flying Bird+Aug.=L2, Pruning Ratio=50%2026.01 | 45.84 | 5 | |
| Flying Bird+Aug.=L2, Pruning Ratio=70%2026.01 | 45.26 | 6 |