SNN Classification on N-MNIST (test)
94.03Test AccuracySurrogate BPTT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Surrogate BPTTSurrogate=fast-sigmoid, Optimiser=Adam2026.05 | 94.03 | 31.69 | 0.41 | |
| EGGROLLRank (r)=42026.05 | 79.21 | 5.82 | 2.23 | |
| EGGROLLRank (r)=12026.05 | 78.75 | 3.41 | 3.81 | |
| Vanilla ESPerturbations=full-rank Gaussian2026.05 | 76.17 | 13 | 1 | |
| EGGROLLRank (r)=82026.05 | 72.8 | 5.88 | 2.21 | |
| EGGROLLRank (r)=22026.05 | 72.27 | 5.96 | 2.18 |