Image Classification on ImageNet single-crop (val)
71.76Top-1 AccuracyANN-Guided Distillation
Evaluation results
| Method | Links | |
|---|---|---|
| ANN-Guided DistillationModel=ResNet-34, Time Steps=4, Teacher Model=ResNet-502025.03 | 71.76 | |
| ANN-Guided DistillationModel=ResNet-34, Time Steps=42025.03 | 70.64 | |
| SAKDModel=ResNet-34, Time Steps=42025.03 | 70.04 | |
| RateBPModel=ResNet-34, Time Steps=42025.03 | 70.01 | |
| DspikeModel=ResNet-34, Time Steps=62025.03 | 68.19 | |
| ANN-Guided DistillationModel=SEW-ResNet-34, Time Steps=42025.03 | 68.12 | |
| Real SpikeModel=ResNet-34, Time Steps=42025.03 | 67.69 | |
| GLIFModel=ResNet-34, Time Steps=42025.03 | 67.52 | |
| EnOFModel=ResNet-34, Time Steps=42025.03 | 67.4 | |
| SEW ResNetModel=SEW-ResNet-34, Time Steps=42025.03 | 67.04 | |
| OTTTModel=ResNet-34, Time Steps=62025.03 | 65.15 | |
| TETModel=ResNet-34, Time Steps=62025.03 | 64.79 | |
| STBP-tdBNModel=ResNet-34, Time Steps=62025.03 | 63.72 |