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ResearchFormerly WizWand

Average Time Cost (s) on N-Caltech101 (Object Recognition)

0.0225Latency (s)SLRP-RelCAM
0.0158560.0607030.105550.150397Mar 14, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SLRP-RelCAMModel=Spiking VGG-11, Resolution=(48, 48)2024.030.0225
SLTRP-RelCAMModel=Spiking VGG-11, Resolution=(48, 48)2024.030.0233
SLRP-CAMModel=Spiking VGG-11, Resolution=(48, 48)2024.030.0246
SAMModel=Spiking VGG-11, Resolution=(48, 48)2024.030.0267
SLTRP-CAMModel=Spiking VGG-11, Resolution=(48, 48)2024.030.0279
SAMModel=Spiking VGG-11, Resolution=(128, 128)2024.030.0303
SLRP-CAMModel=Spiking VGG-11, Resolution=(128, 128)2024.030.0323
SLRP-RelCAMModel=Spiking VGG-11, Resolution=(128, 128)2024.030.0335
SLTRP-CAMModel=Spiking VGG-11, Resolution=(128, 128)2024.030.0345
SLTRP-RelCAMModel=Spiking VGG-11, Resolution=(128, 128)2024.030.0347
SLRP-Saliency MapModel=Spiking VGG-11, Resolution=(48, 48)2024.030.0645
SLRP-Saliency MapModel=Spiking VGG-11, Resolution=(128, 128)2024.030.0716
Grad-CAMModel=Spiking VGG-11, Resolution=(48, 48)2024.030.0776
Grad-CAMModel=Spiking VGG-11, Resolution=(128, 128)2024.030.0842
Grad-CAM++Model=Spiking VGG-11, Resolution=(48, 48)2024.030.0884
Grad-CAM++Model=Spiking VGG-11, Resolution=(128, 128)2024.030.0996
SLTRP-Saliency MapModel=Spiking VGG-11, Resolution=(48, 48)2024.030.1157
SLTRP-Saliency MapModel=Spiking VGG-11, Resolution=(128, 128)2024.030.1886