| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| COCO (val) | CLIP | Matching Accuracy80.9 | 48 | 4d ago | |
| Simulation | DALF | MS42 | 38 | 4d ago | |
| DeSurT (833 pairs total) | DALF | MS Score49 | 38 | 4d ago | |
| Kinect 2 | SuperGlue | Matching Score (MS)0.62 | 38 | 4d ago | |
| Kinect 1 | DALF | MS0.54 | 38 | 4d ago | |
| HPatches (full) | ASLFeat | MMA (Viewpoint)34 | 21 | 4d ago | |
| HPatches Overall v2 | DenseAffine | MMAscore Overall0.851 | 15 | 4d ago | |
| ZEB 1.0 (test) | GIM-DKM | Mean AUC@5° (%)51.2 | 11 | 4d ago | |
| Kitti | DeepMatching | Accuracy@1085.6 | 11 | 4d ago | |
| MPI-Sintel (final) | DeepMatching | Accuracy@1089.2 | 11 | 4d ago | |
| Kitti | Coverage100 | 10 | 4d ago | ||
| ScanNet 1500 | DKM | AUC@5°29.4 | 9 | 4d ago | |
| MegaDepth-1500 | GIM-DKM | AUC@5°60.7 | 9 | 4d ago | |
| ERDNIM (Night) | D2Net | HEstimation0.002 | 9 | 4d ago | |
| ERDNIM (Day) | D2Net | HEstimation0.001 | 9 | 4d ago | |
| Mikolajczyk | DeepMatching | Accuracy@100.878 | 7 | 4d ago | |
| AIMS (All) | SO2-Freq1-B, Procrustes | AP60 | 4 | 4d ago | |
| AIMS (All Others) | SO2-Freq1-B, Procrustes | AP59 | 4 | 4d ago | |
| AIMS (North Up) | SO2-Freq1-B, Procrustes | AP64 | 4 | 4d ago | |
| MegaDepth-1500 (test) | LoFTR | AUC@5°68.3 | 4 | 4d ago | |
| IMC (Image Matching Challenge) 2020 | COTR | Num Inliers1,686.2 | 2 | 4d ago |
