Image Classification on CIFAR10-DVS (ANN, Accuracy)
89.43AccuracyPMSM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PMSMPolarity=true, Multi-Spike=true, T=1, Direct Training=false2025.08 | 89.43 | 90.2 | |
| MSTPolarity=false, Multi-Spike=false, T=512, Direct Training=true2025.08 | 88.1 | — | |
| AT-VGG9Polarity=false, Multi-Spike=false, T=20, Direct Training=true2025.08 | 87.62 | — | |
| SpikeZIP-TFPolarity=true, Multi-Spike=false, T=32, Direct Training=false2025.08 | 87.6 | 90.4 | |
| SglformerPolarity=false, Multi-Spike=false, T=16, Direct Training=true2025.08 | 82.6 | — | |
| OSTPolarity=false, Multi-Spike=false, T=1, Direct Training=true2025.08 | 81.2 | — | |
| SdformerPolarity=false, Multi-Spike=false, T=16, Direct Training=true2025.08 | 80 | — | |
| tdBNPolarity=false, Multi-Spike=false, T=10, Direct Training=true2025.08 | 67.8 | — |