Time Series On Speech Commands
評価指標
% Test Accuracy
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | % Test Accuracy | Paper Title | Repository |
|---|---|---|---|
| CKCNN (100k) | 95.27 | CKConv: Continuous Kernel Convolution For Sequential Data | |
| FlexTCN-6 | - | FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes | |
| FlexTCN-4 | 97.73 | FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes | |
| MatchboxNet | 97.40 | MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition | |
| ViT | 98.11 | AST: Audio Spectrogram Transformer | |
| SepTr | 98.51 | SepTr: Separable Transformer for Audio Spectrogram Processing |
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