mmWave Sensing on AOPHand
92.74AccuracySpikingResFormer
Evaluation results
| Method | Links | |
|---|---|---|
| SpikingResFormerParams (M)=17.3102026.05 | 92.74 | |
| SpikFormerParams (M)=2.5662026.05 | 91.29 | |
| MS-ResNet18Params (M)=11.1782026.05 | 90.96 | |
| QKFormerParams (M)=2.4142026.05 | 90.17 | |
| MS-ResNet50Params (M)=23.5142026.05 | 89.51 | |
| SEW-ResNet18Params (M)=11.1732026.05 | 88.97 | |
| SpikingVGG9Params (M)=31.6032026.05 | 88.51 | |
| SDTParams (M)=6.0812026.05 | 88.31 | |
| SpikingVGG16Params (M)=70.3132026.05 | 86.86 | |
| SEW-ResNet50Params (M)=23.5142026.05 | 86.01 | |
| SpikingLeNetParams (M)=4.1912026.05 | 83.7 | |
| VGG9Params (M)=31.6032026.05 | 74.39 | |
| ResNet50Params (M)=23.5142026.05 | 72.54 | |
| ResNet18Params (M)=11.1732026.05 | 72.47 | |
| MLPParams (M)=4.3272026.05 | 69.7 | |
| ResNet101Params (M)=42.5062026.05 | 69.7 | |
| VGG16Params (M)=70.3132026.05 | 67.92 | |
| GRUParams (M)=0.0752026.05 | 67.52 | |
| CNN-GRUParams (M)=0.4632026.05 | 61.98 | |
| LeNetParams (M)=4.1912026.05 | 60.86 | |
| BiLSTMParams (M)=0.2002026.05 | 46.14 | |
| RNNParams (M)=0.0262026.05 | 26.4 | |
| ViTParams (M)=2.1762026.05 | 21.39 | |
| LSTMParams (M)=0.1002026.05 | 20.71 |