Sound Event Detection On L3Das21
評価指標
Error Rate
F-Score
SED-score
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 | Error Rate | F-Score | SED-score | Paper Title | Repository |
|---|---|---|---|---|---|
| PHC SEDnet n=8 | 0.56 | 0.553 | 0.503 | PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions | |
| PHC SEDnet n=16 | 0.509 | 0.588 | 0.461 | PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions | |
| PHC SEDnet n=4 | 0.453 | - | 0.407 | PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions | |
| PHC SEDnet n=2 | 0.389 | 0.68 | 0.638 | PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions | |
| Quaternion SEDnet | 0.516 | 0.58 | 0.468 | PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions |
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