| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| COCO (val) | CLIP | Matching Accuracy80.9 | 48 | 1mo ago | |
| Simulation | DALF | MS42 | 38 | 1mo ago | |
| DeSurT (833 pairs total) | DALF | MS Score49 | 38 | 1mo ago | |
| Kinect 2 | SuperGlue | Matching Score (MS)0.62 | 38 | 1mo ago | |
| Kinect 1 | DALF | MS0.54 | 38 | 1mo ago | |
| HPatches (full) | ASLFeat | MMA (Viewpoint)34 | 21 | 1mo ago | |
| HardMatch | LoMa-G | mAA@10px54.3 | 18 | 11d ago | |
| HPatches Overall v2 | DenseAffine | MMAscore Overall0.851 | 15 | 1mo ago | |
| ZEB 1.0 (test) | GIM-DKM | Mean AUC@5° (%)51.2 | 11 | 1mo ago | |
| Kitti | DeepMatching | Accuracy@1085.6 | 11 | 1mo ago | |
| MPI-Sintel (final) | DeepMatching | Accuracy@1089.2 | 11 | 1mo ago | |
| HPatches 1 (test) | GESS | MMA (3px)83.51 | 10 | 11d ago | |
| Kitti | Coverage100 | 10 | 1mo ago | ||
| ScanNet 1500 | DKM | AUC@5°29.4 | 9 | 1mo ago | |
| MegaDepth-1500 | GIM-DKM | AUC@5°60.7 | 9 | 1mo ago | |
| ERDNIM (Night) | D2Net | HEstimation0.002 | 9 | 1mo ago | |
| ERDNIM (Day) | D2Net | HEstimation0.001 | 9 | 1mo ago | |
| Image Matching Challenge 2022 | LoMa-G | mAA @10°89.3 | 8 | 11d ago | |
| RUBIK | LoMa-G | AUC @10°73.2 | 8 | 11d ago | |
| HPatches 5 (test) | LoMa-B128 | AUC @ 3px67.2 | 8 | 11d ago | |
| Mikolajczyk | DeepMatching | Accuracy@100.878 | 7 | 1mo ago | |
| HardMatch Non-rotated | RotMatch | mAA@5px37.9 | 6 | 4d ago | |
| HardMatch Rotated | RotDesc&Match | mAA (5px)37.4 | 6 | 4d ago | |
| SatAst | RotDesc&Match | AUC@10°47.7 | 6 | 4d ago | |
| WxBS Rotated | RotMatch | mAA@10px62.8 | 6 | 4d ago |
