| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| COCO (val) | CLIP | Matching Accuracy80.9 | 48 | 4mo ago | |
| Simulation | DALF | MS42 | 38 | 4mo ago | |
| DeSurT (833 pairs total) | DALF | MS Score49 | 38 | 4mo ago | |
| Kinect 2 | SuperGlue | Matching Score (MS)0.62 | 38 | 4mo ago | |
| Kinect 1 | DALF | MS0.54 | 38 | 4mo ago | |
| ScanNet 1500 | MASt3R | AUC@5°34.1 | 21 | 2mo ago | |
| HPatches (full) | ASLFeat | MMA (Viewpoint)34 | 21 | 4mo ago | |
| MegaDepth-1500 | RoMa | AUC@5°62.6 | 19 | 2mo ago | |
| HardMatch | LoMa-G | mAA@10px54.3 | 18 | 3mo ago | |
| HPatches Overall v2 | DenseAffine | MMAscore Overall0.851 | 15 | 4mo ago | |
| Remote Sensing (test) | RoMaAnyMatch | AUC@3px30.25 | 13 | 24d ago | |
| Medical Retina (test) | EDMAnyMatch | AUC @ 3px Tolerance39.76 | 13 | 24d ago | |
| ZEB 1.0 (test) | GIM-DKM | Mean AUC@5° (%)51.2 | 11 | 4mo ago | |
| Kitti | DeepMatching | Accuracy@1085.6 | 11 | 4mo ago | |
| MPI-Sintel (final) | DeepMatching | Accuracy@1089.2 | 11 | 4mo ago | |
| Complex-Scene (test) | CFW-GMN | Accuracy96.33 | 10 | 25d ago | |
| Simplified-Scene (test) | CFW-GMN | Accuracy98.94 | 10 | 25d ago | |
| HPatches 1 (test) | GESS | MMA (3px)83.51 | 10 | 3mo ago | |
| Kitti | Coverage100 | 10 | 4mo ago | ||
| ERDNIM (Night) | D2Net | HEstimation0.002 | 9 | 4mo ago | |
| ERDNIM (Day) | D2Net | HEstimation0.001 | 9 | 4mo ago | |
| Image Matching Challenge 2022 | LoMa-G | mAA @10°89.3 | 8 | 3mo ago | |
| RUBIK | LoMa-G | AUC @10°73.2 | 8 | 3mo ago | |
| HPatches 5 (test) | LoMa-B128 | AUC @ 3px67.2 | 8 | 3mo ago | |
| Mikolajczyk | DeepMatching | Accuracy@100.878 | 7 | 4mo ago |
