mmWave Sensing on Pantomime
89.11AccuracyMS-ResNet50
Evaluation results
| Method | Links | |
|---|---|---|
| MS-ResNet50Params (M)=23.5322026.05 | 89.11 | |
| MS-ResNet18Params (M)=11.1822026.05 | 88.5 | |
| SpikingResFormerParams (M)=17.3152026.05 | 88.45 | |
| SpikFormerParams (M)=2.5692026.05 | 87.19 | |
| QKFormerParams (M)=2.4162026.05 | 87.14 | |
| SDTParams (M)=6.0842026.05 | 86.1 | |
| SEW-ResNet50Params (M)=23.5322026.05 | 85.02 | |
| SEW-ResNet18Params (M)=11.1782026.05 | 84.93 | |
| SpikingVGG16Params (M)=70.3312026.05 | 82.82 | |
| SpikingVGG9Params (M)=31.6222026.05 | 82.77 | |
| SpikingLeNetParams (M)=4.1962026.05 | 78.31 | |
| GRUParams (M)=0.0762026.05 | 75.45 | |
| ResNet50Params (M)=23.5322026.05 | 73.9 | |
| ResNet101Params (M)=42.5252026.05 | 73.85 | |
| BiLSTMParams (M)=0.2032026.05 | 73.67 | |
| CNN-GRUParams (M)=0.4642026.05 | 72.77 | |
| VGG9Params (M)=31.6222026.05 | 72.63 | |
| ResNet18Params (M)=11.1782026.05 | 72.63 | |
| LSTMParams (M)=0.1012026.05 | 72.47 | |
| VGG16Params (M)=70.3312026.05 | 71.6 | |
| MLPParams (M)=4.3282026.05 | 66.81 | |
| LeNetParams (M)=4.1962026.05 | 61.83 | |
| ViTParams (M)=2.1782026.05 | 42.16 | |
| RNNParams (M)=0.0272026.05 | 20.84 |