YFCC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Geolocalization | YFCC4K (test) | Success Rate (Region, 200km)54.32 | 71 | |
| Pose estimation | YFCC100M | AUC (5°)42.62 | 28 | |
| Outlier Removal | YFCC100M | Precision0.8214 | 19 | |
| Geolocational accuracy | YFCC26k (test) | Success Rate (Street 1km)10.1 | 10 | |
| Filtered Nearest Neighbor Search | YFCC-10M subset 1.0 (train) | Indexing Time (s)300 | 8 | |
| Outdoor Pose Estimation | YFCC100M (test) | AUC @ 5 deg44.8 | 8 | |
| Two-view geometry estimation | YFCC100M 61 (test) | mAP @5°65.18 | 7 | |
| Tag prediction | YFCC 100M (test) | Precision@146.1 | 7 | |
| Probabilistic Visual Geolocation | YFCC (test) | NLL-7.15 | 6 | |
| Image Geolocalization | YFCC26k | Success Rate @ 1 km (Street)10.5 | 5 | |
| Image Geolocalization | YFCC4k | Success Rate (1km)7.9 | 4 |
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