Drone-view geo-localization on SUES-200 200m (test)
97.5R@1IFSs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IFSsFramework=ANN, Step=12025.12 | 97.5 | 90.52 | |
| CCRFramework=ANN, Param (M)=156.57, Power (mJ)=738.1, Step=12025.12 | 97.5 | 95.22 | |
| SpikeViMFormer-SFramework=SNN, Param (M)=18.63, Power (mJ)=54.33, Step=1 x 42025.12 | 97.5 | 91.62 | |
| SDPLFramework=ANN, Param (M)=42.56, Power (mJ)=320.67, Step=12025.12 | 96.25 | 92.42 | |
| CCRFramework=ANN, Param (M)=156.57, Power (mJ)=738.1, Step=12025.12 | 93.57 | 94.9 | |
| SDPLFramework=ANN, Param (M)=42.56, Power (mJ)=320.67, Step=12025.12 | 92.73 | 94.07 | |
| E-SpikeFormer-2Framework=SNN, Param (M)=171.32, Power (mJ)=710.18, Step=1 x 82025.12 | 92.5 | 87.32 | |
| Meta-SpikeFormerFramework=SNN, Param (M)=55.35, Power (mJ)=303.14, Step=1 x 42025.12 | 91.25 | 87.1 | |
| E-SpikeFormer-1Framework=SNN, Param (M)=171.32, Power (mJ)=716.16, Step=1 x 82025.12 | 91.25 | 87.69 | |
| SpikeViMFormer-TFramework=SNN, Param (M)=9.78, Power (mJ)=32.69, Step=1 x 42025.12 | 91.25 | 87.21 | |
| FSRAFramework=ANN, Param (M)=52.01, Power (mJ)=113.11, Step=12025.12 | 90 | 85.34 | |
| SpikeViMFormer-SFramework=SNN, Param (M)=18.63, Power (mJ)=54.33, Step=1 x 42025.12 | 89.65 | 91.74 | |
| IFSsFramework=ANN, Step=12025.12 | 89.5 | 91.4 | |
| LPNFramework=ANN, Param (M)=62.39, Power (mJ)=169.19, Step=12025.12 | 88.75 | 75.01 | |
| E-SpikeFormer-2Framework=SNN, Param (M)=171.32, Power (mJ)=710.18, Step=1 x 82025.12 | 86.65 | 89.2 | |
| Meta-SpikeFormerFramework=SNN, Param (M)=55.35, Power (mJ)=303.14, Step=1 x 42025.12 | 86.37 | 89.25 | |
| E-SpikeFormer-1Framework=SNN, Param (M)=171.32, Power (mJ)=716.16, Step=1 x 82025.12 | 86.2 | 88.96 | |
| SpikeViMFormer-TFramework=SNN, Param (M)=9.78, Power (mJ)=32.69, Step=1 x 42025.12 | 84.53 | 87.44 | |
| FSRAFramework=ANN, Param (M)=52.01, Power (mJ)=113.11, Step=12025.12 | 83 | 85.99 | |
| LPNFramework=ANN, Param (M)=62.39, Power (mJ)=169.19, Step=12025.12 | 70.85 | 75.96 |