Image Matching on HPatches (full)
34MMA (Viewpoint)ASLFeat
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ASLFeatRank=1, Keypoints=internal2021.11 | 34 | 44 | 39 | |
| ASL+DEALRank=2, Keypoints=ASLFeat2021.11 | 33 | 35 | 34 | |
| R2D2Rank=3, Keypoints=internal2021.11 | 26 | 38 | 32 | |
| DEALRank=4, Keypoints=SIFT2021.11 | 26 | 23 | 25 | |
| TFeatRank=5, Keypoints=SIFT2021.11 | 26 | 24 | 25 | |
| SIFTRank=6, Keypoints=internal2021.11 | 24 | 23 | 23 | |
| LF-NetRank=7, Keypoints=internal2021.11 | 20 | 23 | 22 | |
| Log-PolarRank=8, Keypoints=SIFT2021.11 | 9 | 29 | 19 | |
| SCFeat (w/o NMS)Num. Feature=14876.1, Num. Match=3834.02022.12 | 0.758 | 0.882 | 0.82 | |
| SCFeatNum. Feature=4875.1, Num. Match=2482.22022.12 | 0.734 | 0.846 | 0.788 | |
| PoSFeatNum. Feature=8192.0, Num. Match=4275.32022.12 | 0.728 | 0.826 | 0.775 | |
| SuperPoint + CNDescNum. Feature=1453.5, Num. Match=787.92022.12 | 0.72 | 0.748 | 0.734 | |
| ASLFeatNum. Feature=4013.5, Num. Match=2009.82022.12 | 0.687 | 0.795 | 0.739 | |
| R2D2Num. Feature=4996.0, Num. Match=1850.52022.12 | 0.665 | 0.727 | 0.695 | |
| SIFT + ContextDescNum. Feature=4066.7, Num. Match=1744.32022.12 | 0.657 | 0.613 | 0.636 | |
| DISK-WNum. Feature=6759.5, Num. Match=3976.42022.12 | 0.649 | 0.803 | 0.723 | |
| SIFT + CAPSNum. Feature=4386.7, Num. Match=1450.42022.12 | 0.639 | 0.764 | 0.699 | |
| HAN + HN++Num. Feature=3860.8, Num. Match=1960.02022.12 | 0.633 | 0.634 | 0.633 | |
| Hes. Aff. + Root-SIFTNum. Feature=6710.1, Num. Match=2851.72022.12 | 0.621 | 0.544 | 0.584 | |
| D2-NetNum. Feature=2994.1, Num. Match=1182.62022.12 | 0.44 | 0.605 | 0.519 | |
| DELFNum. Feature=4590.0, Num. Match=1940.32022.12 | 0.262 | 0.903 | 0.571 |