| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| HPatches | LoFTR | Overall Accuracy (< 1px)65 | 81 | 3mo ago | |
| HPatches | PMatch | AUC @3px71.9 | 55 | 3mo ago | |
| RGB NIR | MACE1.07 | 49 | 4mo ago | ||
| GoogleMap | CCNet | MACE0.184 | 35 | 4mo ago | |
| PDSCOCO | CCNet | MACE1.001 | 30 | 4mo ago | |
| GoogleEarth | CCNet | MACE0.526 | 30 | 4mo ago | |
| HPatches (Viewpoint) | CAPS | Accuracy (<1px)35.7 | 27 | 4mo ago | |
| PDSCOCO (test) | MCNet | MACE1.423 | 26 | 4mo ago | |
| Natural image dataset | HomoGAN | RE0.22 | 20 | 4mo ago | |
| Flash/no-flash | MACE0.65 | 19 | 4mo ago | ||
| CAHomo (test) | Average Error (AVG)0.31 | 18 | 1mo ago | ||
| OPT-SAR | MACE1.48 | 16 | 4mo ago | ||
| DPDN | MACE1.06 | 16 | 4mo ago | ||
| DSEC RGB-Event (test) | EDM | AUC @ 3px60 | 13 | 24d ago | |
| DIODE RGB-Normal (test) | RoMa | AUC @ 3px39.26 | 13 | 24d ago | |
| DIODE RGB-Depth (test) | RoMa | AUC @ 3px29.77 | 13 | 24d ago | |
| KBSMC | Success Rate (Failed)0 | 13 | 3mo ago | ||
| RGB-NIR cross-dataset (test) | MCNet | MACE5.239 | 13 | 4mo ago | |
| GoogleMap cross-dataset (test) | MCNet | MACE5.093 | 13 | 4mo ago | |
| HPatches Illumination Change | DIFT_adm | Accuracy @ 1px0.623 | 12 | 4mo ago | |
| Author's Dataset 1.0 (test) | Residual Error (RE)1.71 | 12 | 4mo ago | ||
| Our Dataset | RE12.75 | 12 | 4mo ago | ||
| WC14 (test) | PnLCalib (SV) + PnL | IoU Whole Mean93.4 | 11 | 4mo ago | |
| RGB-NIR (test) | MCNet | MACE5.239 | 11 | 4mo ago | |
| HPatches 116 planar scenes | Proposed (4.5pt) | mAA (AUC) @ 1 px32.27 | 10 | 1mo ago |
