Image Classification on CIFAR100 (Speedup, Memory)
3.47SpeedupTransductive-SUBSELNET
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Transductive-SUBSELNETRAR Target=20%2024.09 | 3.47 | 222.91 | |
| Inductive-SUBSELNETRAR Target=20%2024.09 | 2.82 | 274.17 | |
| Transductive-SUBSELNETRAR Target=10%2024.09 | 2.35 | 331.45 | |
| Inductive-SUBSELNETRAR Target=10%2024.09 | 1.93 | 417.16 | |
| Bottom-b-loss+gumbelRAR Target=20%2024.09 | 1.78 | 446.95 | |
| PruningRAR Target=20%2024.09 | 1.71 | 452.09 | |
| Bottom-b-lossRAR Target=20%2024.09 | 1.67 | 465.39 | |
| GLISTERRAR Target=20%2024.09 | 1.02 | 758.55 | |
| Selection-via-ProxyRAR Target=20%2024.09 | 1.02 | 765.05 | |
| GradMatchRAR Target=20%2024.09 | 0.84 | 917.04 | |
| GLISTERRAR Target=10%2024.09 | 0.54 | 1,427.77 |