| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| HPatches | CLIDD-G128 | Overall Accuracy (< 1px)58.15 | 59 | 4d ago | |
| HPatches | PMatch | AUC @3px71.9 | 35 | 4d ago | |
| HPatches (Viewpoint) | CAPS | Accuracy (<1px)35.7 | 27 | 4d ago | |
| Natural image dataset | HomoGAN | RE0.22 | 20 | 4d ago | |
| RGB NIR | MACE1.07 | 19 | 4d ago | ||
| Flash/no-flash | MACE0.65 | 19 | 4d ago | ||
| GoogleMap | MACE0.71 | 18 | 4d ago | ||
| OPT-SAR | MACE1.48 | 16 | 4d ago | ||
| DPDN | MACE1.06 | 16 | 4d ago | ||
| HPatches Illumination Change | DIFT_adm | Accuracy @ 1px0.623 | 12 | 4d ago | |
| Author's Dataset 1.0 (test) | Residual Error (RE)1.71 | 12 | 3d ago | ||
| Our Dataset | RE12.75 | 12 | 4d ago | ||
| HPatches 1 | JamMa | AUC @ 3px68.1 | 10 | 4d ago | |
| VIS-IR | RoMa | AUC@325.74 | 9 | 4d ago | |
| MSCOCO | HomoFM | AUC @ 398.45 | 9 | 4d ago | |
| HPatches Illumination | XFeat | MHA @ 3px95 | 7 | 4d ago | |
| HPatches | RaCo | Matches @3px544 | 6 | 4d ago | |
| HPatches (test) | GIM-DKM | AUC (3px Threshold)71.5 | 6 | 4d ago | |
| Oxford and Paris datasets | SuperPoint | AUC@5px38.5 | 6 | 4d ago | |
| Google Earth (test) | IHN | Average Corner Error (ACE)1.6 | 6 | 4d ago | |
| MSCOCO (test) | IHN | ACE0.19 | 6 | 4d ago | |
| Wireframe | SOLD2 | Accuracy94.8 | 6 | 4d ago | |
| HPatches Viewpoint 1 | ALIKED | MHA @ 3px78 | 6 | 4d ago | |
| HPatches Illumination 1 | ALIKED | MHA (3px Threshold)97 | 6 | 4d ago | |
| HPatches 52 sequences (illumination) + 56 sequences (viewpoint) v1.0 | SuperPoint + search | Avg Corner Error (1px)38 | 5 | 4d ago |
