Action Recognition on SL-Animals 4Sets
91.59AccuracyEventRPG
Evaluation results
| Method | Links | |
|---|---|---|
| EventRPGModel=SEW Resnet18, Spike=true, Visualization tool=Saliency Map, Guidance=SLRP2024.03 | 91.59 | |
| EventRPGModel=SEW Resnet18, Spike=true, Visualization tool=CAM, Guidance=SLRP2024.03 | 90.97 | |
| EventRPGModel=SEW Resnet18, Spike=true, Visualization tool=CAM, Guidance=SLTRP2024.03 | 90.54 | |
| SCTFAModel=7-layer Spiking CNN, Spike=Hybrid2024.03 | 90.04 | |
| EventRPGModel=SEW Resnet18, Spike=true, Visualization tool=Saliency Map, Guidance=SLTRP2024.03 | 90.04 | |
| RPGMixModel=SEW Resnet182024.03 | 88.67 | |
| EvTModel=Event Transformer, Spike=false2024.03 | 88.12 | |
| NDAModel=SEW Resnet18, Spike=true2024.03 | 87.77 | |
| EventDropModel=SEW Resnet18, Spike=true2024.03 | 86.33 | |
| Puzzle Mix (mask only)Model=SEW Resnet182024.03 | 85.68 | |
| IdentityModel=SEW Resnet182024.03 | 85.42 | |
| IdentityModel=SEW Resnet18, Spike=true2024.03 | 85.42 | |
| Puzzle MixModel=SEW Resnet182024.03 | 85.34 | |
| TOREModel=GoogLeNet, Spike=false2024.03 | 85.1 | |
| Saliency MixModel=SEW Resnet182024.03 | 84 |