Geometric Matching on MegaDepth (test)
79.83PCK@1PMatch
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PMatchRun-type=Single, Venue=CVPR'23, Resolution=480x4802023.03 | 79.83 | 95.18 | 96.52 | 124 | — | — | |
| PDC-Net+Run-type=Multiple, Venue=Arxiv'21, Resolution=480x480, Training Data=Synthetic COCO2023.03 | 74.51 | 90.69 | 92.1 | 1,017 | — | — | |
| PDC-Net+w/o SfM=false, UA=true2022.07 | 72.42 | — | 88.1 | — | 89.31 | 0.293 | |
| PDC-Net+Run-type=Single, Venue=Arxiv'21, Resolution=480x480, Training Data=Synthetic COCO2023.03 | 72.41 | 86.7 | 88.12 | 88 | — | — | |
| PDC-Netmulti-scale=true2021.01 | 71.81 | 89.36 | 91.18 | — | — | — | |
| PDC-NetRun-type=Multiple, Venue=CVPR'21, Resolution=480x480, Training Data=Synthetic COCO2023.03 | 71.81 | 89.36 | 91.18 | 1,017 | — | — | |
| PDC-Net2021.01 | 70.75 | 86.51 | 88 | — | — | — | |
| PDC-NetRun-type=Single, Venue=CVPR'21, Resolution=480x480, Training Data=Synthetic COCO2023.03 | 68.95 | 84.07 | 85.72 | 88 | — | — | |
| GLU-Net-GOCor*2021.01 | 57.86 | 78.62 | 82.3 | — | — | — | |
| GLU-Net-GOCorRun-type=Single, Venue=NeurIPS'20, Resolution=480x4802023.03 | 57.77 | 78.61 | 82.24 | 71 | — | — | |
| RANSAC-Flowmulti-scale=true2021.01 | 53.47 | 83.45 | 86.81 | — | — | — | |
| RANSAC-FlowRun-type=Multiple, Venue=ECCV'20, Resolution=480x4802023.03 | 53.47 | 83.45 | 86.81 | 3,596 | — | — | |
| UAWarpCw/o SfM=true, UA=true2022.07 | 53.04 | — | 78.52 | — | 81.92 | 0.217 | |
| WarpCw/o SfM=true, UA=false2022.07 | 50.86 | — | 78.76 | — | 83 | — | |
| LIFERun-type=Single, Venue=Arxiv'21, Resolution=480x4802023.03 | 39.98 | 76.14 | 83.14 | 78 | — | — | |
| GLU-Net-GOCor2021.01 | 37.28 | 61.18 | 68.08 | — | — | — | |
| GLU-Netw/o SfM=false, UA=false2022.07 | 29.46 | — | 55.96 | — | 62.39 | — | |
| GLU-Net2021.01 | 21.58 | 52.18 | 61.78 | — | — | — | |
| SIFT-Flow2021.01 | 8.7 | 12.19 | 13.3 | — | — | — | |
| DGC+M-Netw/o SfM=true, UA=false2022.07 | 4.1 | — | 33.6 | — | 49.39 | 0.32 | |
| DGC-Net2021.01 | 3.55 | 20.33 | 32.28 | — | — | — | |
| NCNet2021.01 | 1.98 | 14.47 | 32.8 | — | — | — |