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Benchmarks
Event-based Image Classification on N-CALTECH101 (test)
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71.2
Accuracy
BPTT
60.4776
63.2613
66.045
68.8287
Jun 27, 2023
Accuracy
MACs
Memory Usage
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
MACs
Memory Usage
BPTT
Model=SNN (12 layers),...
2023.06
71.2
-
-
S-TLLR
Model=VGG-9, Time-step...
2023.06
66.058
17.22
4.03
BPTT (baseline)
Model=VGG-9, Time-step...
2023.06
65.92
22.81
20.15
BPTT
Model=VGG-16, Time-ste...
2023.06
64.4
-
-
S-TLLR
Model=ResNet18, Time-s...
2023.06
61.65
4.27
6.26
BPTT (baseline)
Model=ResNet18, Time-s...
2023.06
60.89
6.34
31.31
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