Photo Geolocation Estimation On Gws15K
評価指標
City level (25 km)
Continent level (2500 km)
Country level (750 km)
Region level (200 km)
Street level (1 km)
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | City level (25 km) | Continent level (2500 km) | Country level (750 km) | Region level (200 km) | Street level (1 km) | Paper Title | Repository |
|---|---|---|---|---|---|---|---|
| GeoDecoder | 1.5 | 50.5 | 26.9 | 8.7 | 0.7 | Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes | - |
| Translocator | 1.1 | 48.3 | 25.5 | 8.0 | 0.5 | Where in the World is this Image? Transformer-based Geo-localization in the Wild | |
| GeoCLIP | 3.1 | 74.1 | 45.7 | 16.9 | 0.6 | GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization | |
| ISNs (M, f*, S3) | 0.6 | 38.5 | 15.5 | 4.2 | 0.05 | Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification | - |
| PIGEOTTO | 9.2 | 85.1 | 65.7 | 31.2 | 0.7 | PIGEON: Predicting Image Geolocations |
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