NMNIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Spiking Image Classification | NMNIST bT=1 (test) | Accuracy98.5 | 40 | |
| Untargeted white-box adversarial attack | NMNIST original (test) | Baseline Error Rate1.3 | 16 | |
| Classification | NMNIST bS=1, bT=10 1.0 (test) | Accuracy96.5 | 10 | |
| Classification | NMNIST (bS=1, bT=4) 1.0 (test) | Accuracy97.7 | 10 | |
| Classification | NMNIST (bS=1, bT=3) 1.0 (test) | Accuracy97.9 | 10 | |
| Classification | NMNIST (bS=1, bT=2) 1.0 (test) | Accuracy98.3 | 10 |
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