Model Pruning on CIFAR-10 (test)
3.88Efficiency Index (EI)PMMP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PMMPBackbone=VGG-16-5122025.05 | 3.88 | 34 | |
| RFPBackbone=VGG-16-5122025.05 | 0.72 | 9.52 | |
| DRR-OBackbone=VGG-16-5122025.05 | 0.7 | 15 | |
| PPBackbone=VGG-16-5122025.05 | 0.14 | 6.43 | |
| VAR-CONVBackbone=VGG-16-5122025.05 | 0.07 | 3.75 | |
| SSSBackbone=VGG-16-5122025.05 | 0 | 1.67 | |
| SparseVDBackbone=VGG-16-5122025.05 | 0 | 48 | |
| CPABackbone=VGG-16-5122025.05 | -0.01 | 56 | |
| EConvNetsBackbone=VGG-16-5122025.05 | -0.15 | 2.78 | |
| R-L1Backbone=VGG-16-5122025.05 | -0.73 | 71 | |
| DRRBackbone=VGG-16-5122025.05 | -0.89 | 82 |