Image Classification on CIFAR-10 (Top-1 and Top-5 Accuracy)
72.51Top-1 AccuracyPuppet-CNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Puppet-CNNParams=1.08, Speed=0.00392024.11 | 72.51 | 96.85 | |
| BranchyNetMethod Category=Adaptive Depth, Params=27.69, Speed=0.00152024.11 | 70 | 93.94 | |
| DFNMethod Category=Adaptive Params, Params=75.89, Speed=0.00122024.11 | 68.59 | 93.13 | |
| WeightNetMethod Category=Adaptive Params, Params=45.87, Speed=0.00402024.11 | 62.77 | 93.52 | |
| SkipNetMethod Category=Adaptive Depth, Params=68.88, Speed=0.01152024.11 | 55.82 | 87.95 | |
| DDFN-SWMethod Category=Adaptive Params, Params=300.83, Speed=0.00592024.11 | 55.55 | 93.34 | |
| DRNNMethod Category=Adaptive Depth, Params=45.78, Speed=0.00252024.11 | 41.71 | 63.89 |