Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | tdBN + NDA (VGG11) | 81.7 | Yes | Neuromorphic Data Augmentation for Training Spik... | 2022-03-11 | Code |
| 2 | STL-SNN | 78.5 | No | A Synapse-Threshold Synergistic Learning Approac... | 2022-06-10 | Code |
| 3 | OTTT | 77.1 | No | Online Training Through Time for Spiking Neural ... | 2022-10-09 | Code |
| 4 | Dspike (ResNet-18) | 75.4 | No | - | - | - |
| 5 | ECSNet | 72.7 | No | - | - | Code |
| 6 | IM-Loss (ResNet-19) | 72.6 | No | - | - | - |
| 7 | STS-ResNet | 69.2 | No | Convolutional Spiking Neural Networks for Spatio... | 2020-03-27 | Code |