Classification on HUSM Dataset 1 (test)
95.91AccuracyQuanvNeXt
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| QuanvNeXtParameters=61442025.12 | 95.91 | 99.31 | 0.9197 | |
| InceptionTimeParameters=17009892025.12 | 95.6 | 98.41 | 0.9141 | |
| FQNParameters=19942025.12 | 92.54 | 92.54 | 0.8507 | |
| DSNetParameters=111062025.12 | 91.92 | 99.35 | 0.8496 | |
| 2DCNN-LSTMParameters=2170902025.12 | 86.81 | 91.4 | 0.7385 | |
| MADNetParameters=889362025.12 | 82.62 | 90.78 | 0.6595 | |
| Ex-1DCNNParameters=6222025.12 | 78.83 | 82.15 | 0.5774 | |
| TanhReLU-CNNParameters=62337042025.12 | 78.63 | 80.58 | 0.5731 | |
| 1DCNN-GRUParameters=306262025.12 | 76.79 | 87.43 | 0.5449 | |
| STCNNParameters=4546262025.12 | 76.18 | 80.52 | 0.532 | |
| xCNNParameters=16192025.12 | 73.21 | 79.22 | 0.4646 | |
| 1DCNN-LSTMParameters=4136422025.12 | 71.27 | 75.55 | 0.4838 | |
| 1DCNN-TransformerParameters=379462025.12 | 62.88 | 65.58 | 0.2627 |