Image Registration on FIRE (test)
0Failure Rate [%]SIFT
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SIFTfinetuned=false2022.07 | 0 | 20.15 | 79.85 | 0.903 | 0.474 | 0.341 | 0.573 | |
| REMPEfinetuned=false2022.07 | 0 | 2.99 | 97.01 | 0.958 | 0.66 | 0.542 | 0.72 | |
| SuperPointfinetuned=false2022.07 | 0 | 5.22 | 94.78 | 0.882 | 0.649 | 0.49 | 0.674 | |
| SuperPointfinetuned=true2022.07 | 0 | 6.72 | 93.28 | 0.909 | 0.609 | 0.465 | 0.661 | |
| GLAMpointsfinetuned=false2022.07 | 0 | 7.46 | 92.54 | 0.85 | 0.543 | 0.474 | 0.622 | |
| GLAMpointsfinetuned=true2022.07 | 0 | 7.46 | 92.54 | 0.825 | 0.517 | 0.49 | 0.611 | |
| R2D2finetuned=false2022.07 | 0 | 12.69 | 87.31 | 0.9 | 0.517 | 0.386 | 0.601 | |
| R2D2finetuned=true2022.07 | 0 | 4.48 | 95.52 | 0.928 | 0.666 | 0.54 | 0.711 | |
| NCNetfinetuned=false2022.07 | 0 | 37.31 | 62.69 | 0.588 | 0.386 | 0.077 | 0.35 | |
| NCNetfinetuned=true2022.07 | 0 | 14.18 | 85.82 | 0.817 | 0.609 | 0.41 | 0.612 | |
| SuperRetinainitial keypoint set Y0=Pretraining2022.07 | 0 | 2.99 | 97.01 | 0.922 | 0.72 | 0.502 | 0.715 | |
| SuperRetinainitial keypoint set Y0=PBO2022.07 | 0 | 3.73 | 96.27 | 0.944 | 0.789 | 0.516 | 0.75 | |
| SuperRetinainitial keypoint set Y0=Manual labeling2022.07 | 0 | 1.49 | 98.51 | 0.94 | 0.783 | 0.542 | 0.755 | |
| PBOfinetuned=false2022.07 | 0.75 | 28.36 | 70.89 | 0.844 | 0.691 | 0.122 | 0.552 | |
| SuperGluefinetuned=false2022.07 | 0.75 | 3.73 | 95.52 | 0.885 | 0.689 | 0.488 | 0.687 |