Homography Estimation on RGB NIR
1.07MACERHWF
Evaluation Results
| Method | Links | |
|---|---|---|
| RHWFApproach Category=Supervised2024.09 | 1.07 | |
| SSHNet-RHWFApproach Category=Unsupervised2024.09 | 1.52 | |
| IHNApproach Category=Supervised2024.09 | 1.63 | |
| SSHNet-IHNApproach Category=Unsupervised2024.09 | 1.66 | |
| LocalTransApproach Category=Supervised2024.09 | 1.72 | |
| SSHNet-IHN-DApproach Category=Unsupervised, Distillation=true2024.09 | 1.72 | |
| CCNetType=Supervised2026.03 | 2.992 | |
| MCNet+Type=Supervised, Augmented=true2026.03 | 3.146 | |
| MCNetType=Supervised2026.03 | 3.226 | |
| IHN+Type=Supervised, Augmented=true2026.03 | 3.552 | |
| SSHNet-SCPNetApproach Category=Unsupervised2024.09 | 3.86 | |
| CCNetType=Zero-shot2026.03 | 4.461 | |
| IHNType=Supervised2026.03 | 4.588 | |
| SCPNetApproach Category=Unsupervised2024.09 | 4.78 | |
| MCNet*Training Data=Synthetic2026.03 | 5.239 | |
| MCNetType=Zero-shot2026.03 | 5.239 | |
| MHNApproach Category=Supervised2024.09 | 5.52 | |
| IHN*Training Data=Synthetic2026.03 | 5.647 | |
| IHNType=Zero-shot2026.03 | 5.647 | |
| SSHNetType=Unsupervised2026.03 | 6.743 | |
| SSHNet-MHNApproach Category=Unsupervised2024.09 | 6.93 | |
| MHNType=Supervised2026.03 | 7.078 | |
| IHN+Training Data=GoogleMap, Synthesis Applied=True2026.03 | 7.456 | |
| MHN*Training Data=Synthetic2026.03 | 7.549 | |
| MHNType=Zero-shot2026.03 | 7.549 | |
| AltOType=Unsupervised2026.03 | 7.897 | |
| MCNet+Training Data=GoogleMap, Synthesis Applied=True2026.03 | 10.45 | |
| SCPNetType=Unsupervised2026.03 | 10.618 | |
| SCPNetTraining Data=GoogleMap2026.03 | 10.918 | |
| DHNApproach Category=Supervised2024.09 | 11.88 | |
| SSHNet-DHNApproach Category=Unsupervised2024.09 | 12.13 | |
| IHNTraining Data=GoogleMap2026.03 | 12.491 | |
| DHNType=Supervised2026.03 | 12.855 | |
| DHN*Training Data=Synthetic2026.03 | 13.864 | |
| DHNType=Zero-shot2026.03 | 13.864 | |
| MCNetTraining Data=GoogleMap2026.03 | 16.557 | |
| AltOTraining Data=GoogleMap2026.03 | 18.651 | |
| SIFTApproach Category=Traditional2024.09 | 21.33 | |
| UMF-CMGRApproach Category=Unsupervised2024.09 | 22.38 | |
| ORBApproach Category=Traditional2024.09 | 22.67 | |
| UDHNApproach Category=Unsupervised2024.09 | 23.43 | |
| biHomEApproach Category=Unsupervised2024.09 | 23.77 | |
| CA-UDHNApproach Category=Unsupervised2024.09 | 24.12 | |
| CA-UDHNType=Unsupervised2026.03 | 24.297 | |
| BasesHomoApproach Category=Unsupervised2024.09 | 24.41 | |
| UDHNType=Unsupervised2026.03 | 25.452 | |
| DHNTraining Data=GoogleMap2026.03 | 26.605 | |
| MHNTraining Data=GoogleMap2026.03 | 30.372 | |
| SSHNetTraining Data=GoogleMap2026.03 | 30.535 |