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Spiking Audio Classification research benchmarks · SOTA2 Research

Spiking Audio Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SHD bS=1, bT=10 (test)

17.3Accuracy

10

Feb 26, 2026

SHD bS=1, bT=4 (test)

38.4Accuracy

10

Feb 26, 2026

SHD bS=1, bT=3 (test)

0.55Accuracy

10

Feb 26, 2026

SHD (bS=1, bT=2) (test)

80.1Accuracy

10

Feb 26, 2026

Spiking Speech Commands (test)

88.4Accuracy

7

Feb 26, 2026

SHD 700-200-20 (test)

75.44Ref. Accuracy

2

Jun 23, 2026

Popular datasets

SHD Spiking Speech Commands

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