| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PASCALVOC with Berkeley keypoint annotations (test) | Deep Graph Matching Consensus | Hits@1 (Aero)81.3 | 61 | 28d ago | |
| WILLOW-OBJECTCLASS | PCA-GM | Accuracy (Face)100 | 27 | 3mo ago | |
| HPatches All variations | REKD | Repeatability57.6 | 17 | 3mo ago | |
| Willow ObjectClass (test) | PCA-GM | Accuracy (face)100 | 15 | 3mo ago | |
| Roto-360 | SuperPoint + SO2-Spread-B | MMA@5px97 | 11 | 3mo ago | |
| SPair-71K | DINOv2 | Accuracy (d=0)63.91 | 10 | 1mo ago | |
| ETH3D terrace | Latency (Candidate Generation)0 | 10 | 2mo ago | ||
| ETH3D terrains | Latency (Candidate Generation)0 | 10 | 2mo ago | ||
| ETH3D relief_2 | Latency (Candidate Generation)0 | 10 | 2mo ago | ||
| ETH3D relief | Latency (Candidate Generation)0 | 10 | 2mo ago | ||
| ETH3D (playground) | Latency (Candidate Generation)0 | 10 | 2mo ago | ||
| ETH3D pipes | Latency (Candidate Generation)0 | 10 | 2mo ago | ||
| ETH3D office | Latency (Candidate Generation)0 | 10 | 2mo ago | ||
| ETH3D meadow | Latency (Candidate Generation)0 | 10 | 2mo ago | ||
| ETH3D (kicker) | Latency (Candidate Generation)0 | 10 | 2mo ago | ||
| ETH3D facade | Latency (Candidate Generation)0 | 10 | 2mo ago | ||
| ETH3D electro | Latency (Candidate Generation)0 | 10 | 2mo ago | ||
| ETH3D delivery | Latency (Candidate Generation)0 | 10 | 2mo ago | ||
| ETH3D courtyard | Latency (Candidate Generation)0 | 10 | 2mo ago | ||
| ReMIND (test) | CrossKEY | Precision69.8 | 9 | 2mo ago | |
| Oxford dataset | DeepDetect | Correct Matches (Graf)102 | 8 | 1mo ago | |
| Keypoint Matching 7 keypoints (test) | ILP–Loss + Sol. | Pointwise Accuracy78.59 | 5 | 3mo ago | |
| Keypoint Matching 6 keypoints (test) | ILP–Loss + Sol. | Pointwise Accuracy79.51 | 5 | 3mo ago | |
| Keypoint Matching 5 keypoints (test) | CombOptNet | Pointwise Accuracy81.43 | 5 | 3mo ago | |
| Keypoint Matching 4 keypoints (test) | ILP–Loss + Sol. | Pointwise Accuracy84.64 | 5 | 3mo ago |
