Image Classification on CIFAR-10 (test) (Error Rate and Efficiency)
6.11Error RateFSNP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FSNPCNN Architecture=ResNet-562025.02 | 6.11 | 51.3 | 21.8 | |
| UDSPCNN Architecture=ResNet-562025.02 | 6.22 | 50 | 20 | |
| SEPCNN Architecture=ResNet-562025.02 | 6.56 | 50 | 19.8 | |
| BaselineCNN Architecture=ResNet-562025.02 | 6.88 | — | — | |
| DSACNN Architecture=ResNet-562025.02 | 7.09 | 52.2 | — | |
| BaselineCNN Architecture=CifarNet2025.02 | 7.64 | — | — | |
| FSNPCNN Architecture=CifarNet2025.02 | 8.02 | 75.2 | 20.8 | |
| UDSPCNN Architecture=CifarNet2025.02 | 8.11 | 75.1 | 20.1 | |
| SEPCNN Architecture=CifarNet2025.02 | 8.77 | 74.5 | 22 | |
| FBSCNN Architecture=CifarNet2025.02 | 10.12 | 74.6 | 11 |