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Benchmarks
Neuromorphic Classification on CIFAR10-DVS
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80.88
Accuracy (Auth)
SpikeTimer
80.3912
80.5181
80.645
80.7719
Jun 25, 2026
Accuracy (Auth)
Error Rate (No)
Error Rate (Mis)
Error Rate (Full)
Energy Efficiency
Temporal Specificity
Temporal Coverage
Baseline Drop
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (Auth)
Error Rate (No)
Error Rate (Mis)
Error Rate (Full)
Energy Efficiency
Temporal Specificity
Temporal Coverage
Baseline Drop
SpikeTimer
Token Type=Noise
2026.06
80.88
9.77
8.39
12.43
87.66
89.36
84.38
0.3
SpikeTimer
Token Type=Moving
2026.06
80.63
11.71
12.68
14.29
84.96
83.77
81.79
0.6
SpikeTimer
Token Type=Static
2026.06
80.41
9.32
8.83
17.85
87.64
88.24
77.12
0.88
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