mmWave Sensing on MMActivity
75.83AccuracySpikingVGG9
Evaluation results
| Method | Links | |
|---|---|---|
| SpikingVGG9Params (M)=31.6012026.05 | 75.83 | |
| SpikFormerParams (M)=2.5662026.05 | 75.83 | |
| SpikingLeNetParams (M)=4.1912026.05 | 75 | |
| VGG9Params (M)=31.6012026.05 | 70 | |
| SDTParams (M)=6.0802026.05 | 69.17 | |
| MS-ResNet50Params (M)=23.5122026.05 | 67.5 | |
| SEW-ResNet18Params (M)=11.1732026.05 | 66.67 | |
| QKFormerParams (M)=2.4142026.05 | 66.67 | |
| ViTParams (M)=2.1752026.05 | 65.83 | |
| SpikingVGG16Params (M)=70.3112026.05 | 65.83 | |
| SEW-ResNet50Params (M)=23.5122026.05 | 65.83 | |
| MS-ResNet18Params (M)=11.1772026.05 | 65.83 | |
| SpikingResFormerParams (M)=17.3092026.05 | 65.83 | |
| CNN-GRUParams (M)=0.4632026.05 | 65 | |
| ResNet101Params (M)=42.5042026.05 | 64.17 | |
| VGG16Params (M)=70.3112026.05 | 62.5 | |
| ResNet18Params (M)=11.1732026.05 | 61.67 | |
| ResNet50Params (M)=23.5122026.05 | 61.67 | |
| MLPParams (M)=4.3272026.05 | 60.83 | |
| LeNetParams (M)=4.1912026.05 | 59.17 | |
| LSTMParams (M)=0.1002026.05 | 54.17 | |
| RNNParams (M)=0.0252026.05 | 48.33 | |
| GRUParams (M)=0.0752026.05 | 47.5 | |
| BiLSTMParams (M)=0.2002026.05 | 45.83 |