Geometric Matching on HPatches
7.75AEE (Avg)COTR
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| COTR2021.03 | 7.75 | — | — | — | — | — | — | 0.4091 | 0.8237 | 0.911 | |
| COTRInterpolation strategy=true2021.03 | 7.98 | — | — | — | — | — | — | 0.3308 | 0.7709 | 0.8633 | |
| RANSAC-DMPPre-training=true, Test-time optimization=true2021.06 | 13.47 | 3.57 | 8.59 | 10.18 | 21.21 | 23.81 | 0.8762 | — | — | — | |
| DMPPre-training=true, Test-time optimization=true2021.06 | 18.23 | 2.41 | 9.88 | 20.64 | 28.21 | 30.15 | 0.8174 | — | — | — | |
| GLU-GOCorPre-training=false, Test-time optimization=false2021.06 | 20.16 | 1.29 | 10.07 | 23.86 | 27.17 | 38.41 | 0.8143 | — | — | — | |
| RANSAC-DMPPre-training=false, Test-time optimization=true2021.06 | 20.65 | 4.32 | 11.21 | 22.8 | 31.34 | 33.64 | 0.7535 | — | — | — | |
| RANSAC-FlowPre-training=true, Test-time optimization=true2021.06 | 23.84 | 10.25 | 15.22 | 15.19 | 30.43 | 48.09 | 0.2621 | — | — | — | |
| RANSAC-FlowPre-training=true, Test-time optimization=false2021.06 | 24.39 | 12.41 | 18.64 | 20.09 | 35.81 | 35 | 0.2206 | — | — | — | |
| DGC-NetPre-training=false, Test-time optimization=false2021.06 | 25.05 | 1.55 | 12.66 | 27.54 | 32.04 | 52.47 | 0.7854 | — | — | — | |
| DMPPre-training=true, Test-time optimization=false2021.06 | 26.15 | 4.24 | 15.92 | 27.42 | 36.77 | 46.51 | 0.5484 | — | — | — | |
| A-DMPPre-training=false, Test-time optimization=true2021.06 | 27.22 | 3.42 | 14.21 | 29.9 | 32.82 | 55.8 | 0.7164 | — | — | — | |
| DMPPre-training=false, Test-time optimization=true2021.06 | 30.64 | 3.21 | 15.54 | 32.54 | 38.62 | 63.43 | 0.6321 | — | — | — | |
| CNNGeoPre-training=false, Test-time optimization=false2021.06 | 33.26 | 5.71 | 20.48 | 34.15 | 43.94 | 62.01 | 0.5806 | — | — | — | |
| RAFTInput Resolution=1024x10242021.03 | 44.3 | — | — | — | — | — | — | 0.3122 | 0.6248 | 0.7085 |