Homography Estimation on HPatches Illumination Change
0.623Accuracy @ 1pxDIFT_adm
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DIFT_admGeometric Supervision=None, Keypoints=SuperPoint2023.06 | 0.623 | 0.9 | 0.962 | |
| DIFT_sdGeometric Supervision=None, Keypoints=SuperPoint2023.06 | 0.619 | 0.923 | 0.981 | |
| DISKGeometric Supervision=Strong, Keypoints=DISK2023.06 | 0.585 | 0.912 | 0.962 | |
| DINOGeometric Supervision=None, Keypoints=SuperPoint2023.06 | 0.577 | 0.908 | 0.973 | |
| SIFTGeometric Supervision=None, Keypoints=SIFT2023.06 | 0.546 | 0.815 | 0.869 | |
| R2D2Geometric Supervision=Strong, Keypoints=R2D22023.06 | 0.546 | 0.896 | 0.954 | |
| CAPSGeometric Supervision=Weak, Keypoints=SuperPoint2023.06 | 0.546 | 0.908 | 0.969 | |
| LF-NetGeometric Supervision=Strong, Keypoints=LF-Net2023.06 | 0.535 | 0.819 | 0.877 | |
| ContextDescGeometric Supervision=Strong, Keypoints=ContextDesc2023.06 | 0.531 | 0.862 | 0.927 | |
| SuperPointGeometric Supervision=Strong, Keypoints=SuperPoint2023.06 | 0.519 | 0.908 | 0.981 | |
| OpenCLIPGeometric Supervision=None, Keypoints=SuperPoint2023.06 | 0.492 | 0.912 | 0.977 | |
| D2-NetGeometric Supervision=Strong, Keypoints=D2-Net2023.06 | 0.302 | 0.849 | 0.958 |