Action Recognition on DVSGesture (full)
98.96AccuracySCTFA
Evaluation results
| Method | Links | |
|---|---|---|
| SCTFAModel=7-layer Spiking CNN, Spike=Hybrid2024.03 | 98.96 | |
| EventMixModel=Pre-Act Resnet18, Spike=false2024.03 | 96.75 | |
| EventRPGModel=SEW Resnet18, Spike=true, Visualization tool=Saliency Map, Guidance=SLTRP2024.03 | 96.53 | |
| TOREModel=GoogLeNet, Spike=false2024.03 | 96.2 | |
| EvTModel=Event Transformer, Spike=false2024.03 | 96.2 | |
| EventRPGModel=SEW Resnet18, Spike=true, Visualization tool=CAM, Guidance=SLTRP2024.03 | 96.18 | |
| EventRPGModel=SEW Resnet18, Spike=true, Visualization tool=CAM, Guidance=SLRP2024.03 | 95.83 | |
| EventRPGModel=SEW Resnet18, Spike=true, Visualization tool=Saliency Map, Guidance=SLRP2024.03 | 95.49 | |
| IdentityModel=SEW Resnet18, Spike=true2024.03 | 94.33 | |
| NDAModel=SEW Resnet18, Spike=true2024.03 | 93.67 | |
| EventDropModel=SEW Resnet18, Spike=true2024.03 | 92.33 |