Structured Pruning on CIFAR-100 (test)
75.2Test AccuracyPCD
Evaluation results
| Method | Links | |
|---|---|---|
| PCDBackbone=DenseNet-121, Target sparsity=Unpruned2026.06 | 75.2 | |
| PCDBackbone=DenseNet-121, Target sparsity=80%2026.06 | 74.8 | |
| PCDBackbone=MobileNetV2, Target sparsity=Unpruned2026.06 | 72 | |
| PCDBackbone=Inception, Target sparsity=Unpruned2026.06 | 68.5 | |
| PCDBackbone=MobileNetV2, Target sparsity=80%2026.06 | 68 | |
| PCDBackbone=DenseNet-121, Target sparsity=99%2026.06 | 46.5 | |
| AuxiNashBackbone=DenseNet-121, Target sparsity=99%2026.06 | 35.7 | |
| PCDBackbone=Inception, Target sparsity=99%2026.06 | 28.6 | |
| WSBackbone=Inception, Target sparsity=99%2026.06 | 13.4 | |
| WSBackbone=MobileNetV2, Target sparsity=99%2026.06 | 1.9 | |
| PCDBackbone=MobileNetV2, Target sparsity=99%2026.06 | 1.2 |