Homography estimation on PDSCOCO (test)
1.423MACEMCNet
Evaluation results
| Method | Links | |
|---|---|---|
| MCNetTraining Data Source=Synthetic Data, Learning Supervision=Supervised2026.03 | 1.423 | |
| MCNetTraining Data=Synthetic, Data Synthesis Application=false2026.03 | 1.423 | |
| MCNetTraining Data Source=RGB-NIR, Learning Supervision=Supervised2026.03 | 1.451 | |
| MCNetTraining Data=GoogleEarth, Data Synthesis Application=true2026.03 | 1.607 | |
| IHNTraining Data Source=Synthetic Data, Learning Supervision=Supervised2026.03 | 1.684 | |
| IHNTraining Data=GoogleEarth, Data Synthesis Application=true2026.03 | 1.684 | |
| IHNTraining Data Source=RGB-NIR + Data Synthesis, Learning Supervision=Supervised2026.03 | 1.901 | |
| MCNetTraining Data Source=RGB-NIR + Data Synthesis, Learning Supervision=Supervised2026.03 | 2.245 | |
| IHNTraining Data=Synthetic, Data Synthesis Application=false2026.03 | 2.449 | |
| IHNTraining Data Source=RGB-NIR, Learning Supervision=Supervised2026.03 | 2.873 | |
| SCPNetTraining Data Source=RGB-NIR, Learning Supervision=Unsupervised2026.03 | 3.749 | |
| MCNetTraining Data=GoogleEarth, Data Synthesis Application=false2026.03 | 3.753 | |
| SSHNetTraining Data Source=RGB-NIR, Learning Supervision=Unsupervised2026.03 | 3.879 | |
| MHNTraining Data Source=Synthetic Data, Learning Supervision=Supervised2026.03 | 4.251 | |
| MHNTraining Data=Synthetic, Data Synthesis Application=false2026.03 | 4.251 | |
| SCPNetTraining Data=GoogleEarth, Data Synthesis Application=false2026.03 | 4.46 | |
| MHNTraining Data Source=RGB-NIR, Learning Supervision=Supervised2026.03 | 4.927 | |
| IHNTraining Data=GoogleEarth, Data Synthesis Application=false2026.03 | 5.278 | |
| AltOTraining Data Source=RGB-NIR, Learning Supervision=Unsupervised2026.03 | 7.76 | |
| AltOTraining Data=GoogleEarth, Data Synthesis Application=false2026.03 | 9.566 | |
| SSHNetTraining Data=GoogleEarth, Data Synthesis Application=false2026.03 | 10.114 | |
| MHNTraining Data=GoogleEarth, Data Synthesis Application=false2026.03 | 11.518 | |
| DHNTraining Data Source=Synthetic Data, Learning Supervision=Supervised2026.03 | 14.173 | |
| DHNTraining Data=Synthetic, Data Synthesis Application=false2026.03 | 14.173 | |
| DHNTraining Data Source=RGB-NIR, Learning Supervision=Supervised2026.03 | 19.962 | |
| DHNTraining Data=GoogleEarth, Data Synthesis Application=false2026.03 | 21.348 |