Drone-view geo-localization on SUES-200 Satellite→Drone, 250m altitude 1.0 (test)
97.5R@1IFSs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IFSsFramework=ANN, Step=12025.12 | 97.5 | 96.03 | |
| SDPLFramework=ANN, Param (M)=42.56, Power (mJ)=320.67, Step=12025.12 | 97.5 | 95.65 | |
| CCRFramework=ANN, Param (M)=156.57, Power (mJ)=738.1, Step=12025.12 | 97.5 | 97.1 | |
| E-SpikeFormer-1Framework=SNN, Param (M)=171.32, Power (mJ)=716.16, Step=1 x 82025.12 | 97.5 | 92.65 | |
| SpikeViMFormer-SFramework=SNN, Param (M)=18.63, Power (mJ)=54.33, Step=1 x 42025.12 | 96.25 | 93.89 | |
| E-SpikeFormer-2Framework=SNN, Param (M)=171.32, Power (mJ)=710.18, Step=1 x 82025.12 | 95 | 91.41 | |
| FSRAFramework=ANN, Param (M)=52.01, Power (mJ)=113.11, Step=12025.12 | 93.75 | 90.17 | |
| Meta-SpikeFormerFramework=SNN, Param (M)=55.35, Power (mJ)=303.14, Step=1 x 42025.12 | 93.75 | 89.67 | |
| LPNFramework=ANN, Param (M)=62.39, Power (mJ)=169.19, Step=12025.12 | 92.5 | 81.34 | |
| SpikeViMFormer-TFramework=SNN, Param (M)=9.78, Power (mJ)=32.69, Step=1 x 42025.12 | 92.5 | 90.53 |