Image Classification on MNIST (test) (Pruning & Error Analysis)
1.51Error RateLenet-300-100 (FSNP)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Lenet-300-100 (FSNP)Params=11.5K2025.02 | 1.51 | 95.7 | |
| Lenet-300-100 (Barbu)Params=17.4K2025.02 | 1.57 | 93.5 | |
| Lenet-300-100 (Han)Params=22K2025.02 | 1.59 | 91.8 | |
| Lenet-300-100 (Baseline)Params=267k2025.02 | 1.64 | — |