Magnetic Pose Estimation on Real-world magnetic sensor dataset Staggered Split configuration (test)
1.84Mean Position Error (mm)Phy-GAANet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Phy-GAANetTime (ms)=3.642026.04 | 1.84 | 2.27 | 10.1 | 3.18 | 3.84 | 17.94 | |
| ResNet-18Time (ms)=1.942026.04 | 1.91 | 2.49 | 24.02 | 3.52 | 4.49 | 25.72 | |
| AMagPosenetTime (ms)=1.092026.04 | 1.98 | 2.6 | 16.91 | 3.94 | 5.37 | 36.71 | |
| PIRNetTime (ms)=1.032026.04 | 2.14 | 2.86 | 20.98 | 3.54 | 4.63 | 26.32 | |
| MobilePoseNetTime (ms)=2.542026.04 | 2.28 | 2.85 | 14.88 | 3.47 | 4.08 | 14.88 | |
| FCN-IndepTime (ms)=0.872026.04 | 3.03 | 3.91 | 26.41 | 4.1 | 5.83 | 67.73 |