Local Feature Matching on HPatches Overall v1.0
77.5MMAscorePoSFeat
Evaluation Results
| Method | Links | |
|---|---|---|
| PoSFeatSupervision=Weakly supervised dense feature, Num. Feature=8192, Num. match=42752022.01 | 77.5 | |
| DISKSupervision=Fully supervised dense feature, Num. Feature=7705, Num. match=38512022.01 | 76.3 | |
| ASLFeatSupervision=Fully supervised dense feature, Num. Feature=4013, Num. match=20092022.01 | 73.9 | |
| DISK-WSupervision=Weakly supervised dense feature, Num. Feature=6760, Num. match=39762022.01 | 71.9 | |
| SIFT + CAPSSupervision=Weakly supervised dense feature, Num. Feature=4386, Num. match=14502022.01 | 69.9 | |
| R2D2Supervision=Fully supervised dense feature, Num. Feature=4996, Num. match=18502022.01 | 69.5 | |
| SuperPointSupervision=Weakly supervised dense feature, Num. Feature=1562, Num. match=8832022.01 | 65.8 | |
| SIFT + ContextDescSupervision=Learning-based, Num. Feature=4066, Num. match=17442022.01 | 63.6 | |
| HAN + HN++Supervision=Learning-based, Num. Feature=3860, Num. match=19602022.01 | 63.3 | |
| Hes. Aff. + Root-SIFTSupervision=Hand-crafted, Num. Feature=6710, Num. match=28512022.01 | 58.4 | |
| DELFSupervision=Weakly supervised dense feature, Num. Feature=4590, Num. match=19402022.01 | 57.1 | |
| D2-NetSupervision=Fully supervised dense feature, Num. Feature=2994, Num. match=11822022.01 | 51.9 |