Average Time Cost (s) on N-Caltech101 (Object Recognition)
0.0225Latency (s)SLRP-RelCAM
Evaluation Results
| Method | Links | |
|---|---|---|
| SLRP-RelCAMModel=Spiking VGG-11, Resolution=(48, 48)2024.03 | 0.0225 | |
| SLTRP-RelCAMModel=Spiking VGG-11, Resolution=(48, 48)2024.03 | 0.0233 | |
| SLRP-CAMModel=Spiking VGG-11, Resolution=(48, 48)2024.03 | 0.0246 | |
| SAMModel=Spiking VGG-11, Resolution=(48, 48)2024.03 | 0.0267 | |
| SLTRP-CAMModel=Spiking VGG-11, Resolution=(48, 48)2024.03 | 0.0279 | |
| SAMModel=Spiking VGG-11, Resolution=(128, 128)2024.03 | 0.0303 | |
| SLRP-CAMModel=Spiking VGG-11, Resolution=(128, 128)2024.03 | 0.0323 | |
| SLRP-RelCAMModel=Spiking VGG-11, Resolution=(128, 128)2024.03 | 0.0335 | |
| SLTRP-CAMModel=Spiking VGG-11, Resolution=(128, 128)2024.03 | 0.0345 | |
| SLTRP-RelCAMModel=Spiking VGG-11, Resolution=(128, 128)2024.03 | 0.0347 | |
| SLRP-Saliency MapModel=Spiking VGG-11, Resolution=(48, 48)2024.03 | 0.0645 | |
| SLRP-Saliency MapModel=Spiking VGG-11, Resolution=(128, 128)2024.03 | 0.0716 | |
| Grad-CAMModel=Spiking VGG-11, Resolution=(48, 48)2024.03 | 0.0776 | |
| Grad-CAMModel=Spiking VGG-11, Resolution=(128, 128)2024.03 | 0.0842 | |
| Grad-CAM++Model=Spiking VGG-11, Resolution=(48, 48)2024.03 | 0.0884 | |
| Grad-CAM++Model=Spiking VGG-11, Resolution=(128, 128)2024.03 | 0.0996 | |
| SLTRP-Saliency MapModel=Spiking VGG-11, Resolution=(48, 48)2024.03 | 0.1157 | |
| SLTRP-Saliency MapModel=Spiking VGG-11, Resolution=(128, 128)2024.03 | 0.1886 |