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Benchmarks
Spoken Digit Classification on AudioMNIST Spoken Digits 1D binarized original 2D
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90.1
Test Accuracy
CNN
86.876
87.713
88.55
89.387
Mar 31, 2026
Test Accuracy
Test F1 Score
Updated 17d ago
Evaluation Results
Method
Method
Links
Test Accuracy
Test F1 Score
CNN
Input Representation=o...
2026.03
90.1
91.1
Cube 10 ns
Input Representation=1...
2026.03
88.2
88.3
Logistic regression
Input Representation=1...
2026.03
88.1
88.2
Log. reg. w/ Gaussian noise
Input Representation=1...
2026.03
88
88.1
Cube 20 ns
Input Representation=1...
2026.03
87.4
87.6
Log. reg. w/ summed windowed input
Input Representation=1...
2026.03
87.4
87.5
Cube 5 ns
Input Representation=1...
2026.03
87
87.2
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