SPair
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Correspondence | SPair-71k (test) | PCK@0.188.9 | 146 | |
| Graph Matching | SPair-71k (test) | Mean Accuracy84.5 | 46 | |
| Keypoint Transfer | SPair-71K (test) | Bicycle68.2 | 38 | |
| Semantic Correspondence | SPair-71k | PCK@0.016.51 | 30 | |
| Semantic Correspondence | SPair-71k | Φ_bbox @ α=0.176.86 | 29 | |
| Semantic Correspondence | SPair-71k | PCK@0.149.9 | 24 | |
| Semantic Correspondence | SPair-71k | Aero Accuracy95.6 | 23 | |
| Semantic Correspondence | SPair-71k | PCK @ 0.0127 | 22 | |
| Semantic Matching | SPair-71k (val) | PCK (@alpha_bbox=0.1)53.7 | 15 | |
| Semantic Matching | SPair-71k | PCK@0.0575.3 | 14 | |
| Keypoint Matching | SPair-71K | Accuracy (d=0)63.91 | 10 | |
| Semantic Correspondence | SPair-71k Geo-Aware | PCK@0.0122.8 | 9 | |
| Semantic Matching | SPair-71k | PCK @ alpha_bbox (0.1)85.2 | 9 | |
| Semantic Correspondence | SPair-U (Unseen keypoints) | Aeroplane Score88.2 | 8 | |
| Semantic Correspondence | SPair | Avg. Recall30.1 | 8 | |
| 3D Awareness | SPair | Accuracy60.57 | 8 | |
| Semantic Correspondence | SPair-71k (ablation) | Phi (bbox, alpha=0.1)75.5 | 6 | |
| Keypoint matching | SPair-71k (test) | Accuracy (Easy)84.8 | 2 |
Showing 18 of 18 rows