Visual Place Recognition On Oxford Robotcar 4
Metrics
Recall@1
Results
Performance results of various models on this benchmark
Model Name | Recall@1 | Paper Title | Repository |
|---|---|---|---|
| MixVPR | 90.05 | MixVPR: Feature Mixing for Visual Place Recognition | |
| CosPlace | 91.10 | Rethinking Visual Geo-localization for Large-Scale Applications | |
| AnyLoc-VLAD-DINOv2 | 98.95 | AnyLoc: Towards Universal Visual Place Recognition | |
| DINOv2 | 39.79 | DINOv2: Learning Robust Visual Features without Supervision | |
| NetVLAD | 52.88 | NetVLAD: CNN architecture for weakly supervised place recognition | |
| DINO | 15.71 | Emerging Properties in Self-Supervised Vision Transformers | |
| CLIP | 34.55 | AnyLoc: Towards Universal Visual Place Recognition |
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