Semantic Matching on SPair-71k (PCK alpha_bbox)
85.2PCK @ alpha_bbox (0.1)Ours(DINOv2+ResNet)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours(DINOv2+ResNet)Backbone=DINOv2, Resolution=840, Additional component=ResNet bottleneck2025.05 | 85.2 | 72.7 | 89.3 | |
| Ours(DINOv2+NC)Backbone=DINOv2, Resolution=840, Additional component=NC cost aggregator2025.05 | 85.2 | 70.2 | 89.6 | |
| Ours(DINOv2)Backbone=DINOv2, Resolution=8402025.05 | 85.1 | 73.3 | 89.3 | |
| GeoAware-SCBackbone=SD+DINOv2, Resolution=960, 8402025.05 | 82.9 | 72.6 | — | |
| SD4MatchBackbone=SD+DINOv2, Resolution=7682025.05 | 75.5 | 59.5 | — | |
| SD-DINOBackbone=SD+DINOv2, Resolution=960, 8402025.05 | 74.6 | — | — | |
| LPMFlowBackbone=ViT-B/16, Resolution=2562025.05 | 65.6 | 46.7 | — | |
| DHFBackbone=SD+DINOv2, Resolution=Original2025.05 | 64.6 | — | — | |
| SimSC-iBOTBackbone=iBOT, Resolution=2562025.05 | 63.5 | 43 | — |