Homography Estimation on PDSCOCO
1.001MACECCNet
Evaluation results
| Method | Links | |
|---|---|---|
| CCNetType=Supervised2026.03 | 1.001 | |
| MCNetType=Supervised2026.03 | 1.062 | |
| MCNet+Type=Supervised, Augmented=true2026.03 | 1.348 | |
| CCNetType=Zero-shot2026.03 | 1.368 | |
| MCNet*Training Data=Synthetic2026.03 | 1.423 | |
| MCNetType=Zero-shot2026.03 | 1.423 | |
| IHNType=Supervised2026.03 | 1.445 | |
| IHN+Type=Supervised, Augmented=true2026.03 | 1.498 | |
| SSHNetType=Unsupervised2026.03 | 1.61 | |
| IHN*Training Data=Synthetic2026.03 | 1.684 | |
| IHNType=Zero-shot2026.03 | 1.684 | |
| MHN*Training Data=Synthetic2026.03 | 4.251 | |
| MHNType=Zero-shot2026.03 | 4.251 | |
| IHN+Training Data=GoogleMap, Synthesis Applied=True2026.03 | 4.481 | |
| SCPNetTraining Data=GoogleMap2026.03 | 4.862 | |
| AltOType=Unsupervised2026.03 | 4.979 | |
| MHNType=Supervised2026.03 | 5.142 | |
| IHNTraining Data=GoogleMap2026.03 | 5.352 | |
| MCNetTraining Data=GoogleMap2026.03 | 8.202 | |
| MCNet+Training Data=GoogleMap, Synthesis Applied=True2026.03 | 8.489 | |
| SCPNetType=Unsupervised2026.03 | 9.448 | |
| DHNType=Supervised2026.03 | 11.937 | |
| AltOTraining Data=GoogleMap2026.03 | 12.398 | |
| DHN*Training Data=Synthetic2026.03 | 14.173 | |
| DHNType=Zero-shot2026.03 | 14.173 | |
| CA-UDHNType=Unsupervised2026.03 | 24.875 | |
| SSHNetTraining Data=GoogleMap2026.03 | 25.486 | |
| UDHNType=Unsupervised2026.03 | 25.684 | |
| DHNTraining Data=GoogleMap2026.03 | 29.856 | |
| MHNTraining Data=GoogleMap2026.03 | 33.49 |