Metric: GFLOPs (higher is better)
| # | Model↕ | GFLOPs▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ResNet50 2.5 GFLOPS | 2.5 | No | Knapsack Pruning with Inner Distillation | 2020-02-19 | Code |
| 2 | ResNet50-2.3 GFLOPs | 2.335 | No | Pruning Filters for Efficient ConvNets | 2016-08-31 | Code |
| 3 | TAS-pruned ResNet-50 | 2.3 | No | Network Pruning via Transformable Architecture S... | 2019-05-23 | Code |
| 4 | ResNet50 2.0 GFLOPS | 2 | No | Knapsack Pruning with Inner Distillation | 2020-02-19 | Code |
| 5 | ResNet50-1.5 GFLOPs | 1.635 | No | Pruning Filters for Efficient ConvNets | 2016-08-31 | Code |
| 6 | RegX-1.6G | 1.588 | No | Group Fisher Pruning for Practical Network Compr... | 2021-08-02 | Code |
| 7 | ResNet50-1G FLOPs | 1.075 | No | Pruning Filters for Efficient ConvNets | 2016-08-31 | Code |
| 8 | MobileNetV2 | 0.29 | No | Group Fisher Pruning for Practical Network Compr... | 2021-08-02 | Code |