Image Geolocation on Im2GPS (test)
82.3Success Rate (Country 750km)PIGEON
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| PIGEON2026.04 | 82.3 | 14.8 | 40.9 | 63.3 | 91.1 | — | — | — | — | |
| GeoDecoder2023.03 | 80 | 22.1 | 50.2 | 69 | 89.1 | — | — | — | — | |
| DualGeo2026.04 | 78.9 | 23.2 | 52.32 | 65.4 | 89.87 | — | — | — | — | |
| TransLocator2022.04 | 75.6 | 19.9 | 48.1 | 64.6 | 86.7 | — | — | — | — | |
| Translocator2023.03 | 75.6 | 19.9 | 48.1 | 64.6 | 86.7 | — | — | — | — | |
| Translocator2026.04 | 75.6 | 19.8 | 48.1 | 64.6 | 86.7 | — | — | — | — | |
| ViT-MTre-implemented by=current authors2022.04 | 74.5 | 18.2 | 46.4 | 62.1 | 85.2 | — | — | — | — | |
| SEERData=IG-1B, Arch.=RG-128Gf2022.02 | 73.4 | 16 | 42.6 | 54.9 | 83.5 | — | — | — | — | |
| SEERData=IG-1B, Arch.=RG-256Gf2022.02 | 73 | 15.2 | 43.9 | 58.3 | 83.5 | — | — | — | — | |
| SwaVData=INet-1K, Arch.=RG-128Gf2022.02 | 72.2 | 15.6 | 42.6 | 54.9 | 83.5 | — | — | — | — | |
| ISNS2021.02 | 66.7 | 16.9 | 43 | 51.9 | 80.2 | — | — | — | — | |
| ISNs+HSSCNotes=with hierarchical and scene set classification2022.02 | 66.7 | 16.9 | 43 | 51.9 | 80.2 | — | — | — | — | |
| ISNsvariant=(M, f*, S3)2022.04 | 66.7 | 16.9 | 43 | 51.9 | 80.2 | — | — | — | — | |
| ISNsmode=M, f*, S3, recreation=true2023.03 | 66.7 | 16.9 | 43 | 51.9 | 80.2 | — | — | — | — | |
| ISNs2026.04 | 66.7 | 16.9 | 43 | 51.9 | 80.2 | — | — | — | — | |
| ISNsvariant=(M, f, S3), re-implemented by=[47]2022.04 | 66.2 | 16.5 | 42.2 | 51.9 | 81 | — | — | — | — | |
| ISNsmode=M, f, S32023.03 | 66.2 | 16.5 | 42.2 | 51.9 | 81 | — | — | — | — | |
| ISNs2022.02 | 65.8 | 15.6 | 39.2 | 48.9 | 78.5 | — | — | — | — | |
| ISNs+HSCNotes=using hierarchical classification2022.02 | 65.4 | 15.2 | 40.9 | 51.5 | 78.5 | — | — | — | — | |
| PlaNet (reproduced)Method category=Classifier, Status=reproduced2018.08 | 64.6 | 11 | 31.2 | 37.6 | 81.9 | 23.6 | 26.6 | 35.4 | 30.5 | |
| PlaNetArchitecture=Updated version with improved architecture2017.04 | 64 | 11 | 31.7 | 51.1 | 77.6 | — | — | — | — | |
| CPlaNetMethod category=Classifier, Branches=1-52018.08 | 62.4 | 16 | 36.7 | 46.4 | 78.5 | 29.1 | 33.3 | 39.7 | 42.2 | |
| CPlaNetMethod category=Classifier, Branches=1-5, PlaNet2018.08 | 62 | 16.5 | 37.1 | 46.4 | 78.5 | 29.1 | 33.8 | 40.5 | 42.6 | |
| CPlaNet2021.02 | 62 | 16.5 | 37.1 | 46.4 | 78.5 | — | — | — | — | |
| CLIPevaluation protocol=nearest-neighbor regression, reference images=1 million2021.02 | 62 | 13.9 | 32.9 | 43 | 79.3 | — | — | — | — | |
| CPlaNet2022.02 | 62 | 16.5 | 37.1 | 46.4 | 78.5 | — | — | — | — | |
| CPlaNetre-implemented by=[47]2022.04 | 62 | 16.5 | 37.1 | 46.4 | 78.5 | — | — | — | — | |
| CPlaNet2023.03 | 62 | 16.5 | 37.1 | 46.4 | 78.5 | — | — | — | — | |
| CPlaNet2026.04 | 62 | 16.5 | 37.1 | 46.4 | 78.3 | — | — | — | — | |
| Deep-Ret+Method category=Retrieval2018.08 | 61.6 | 14.4 | 33.3 | 47.7 | 73.4 | — | — | — | — | |
| Deep-Ret+2021.02 | 61.6 | 14.4 | 33.3 | 47.7 | 73.4 | — | — | — | — | |
| Deep-Ret+2022.02 | 61.6 | 14.4 | 33.3 | 47.7 | 73.4 | — | — | — | — | |
| [L]kNNsigma=42022.04 | 61.6 | 14.4 | 33.3 | 47.7 | 73.4 | — | — | — | — | |
| [L]kNNsigma=42023.03 | 61.6 | 14.4 | 33.3 | 47.7 | 73.4 | — | — | — | — | |
| CPlaNetMethod category=Classifier, Branches=1-22018.08 | 60.8 | 14.8 | 35.4 | 43.9 | 80.2 | 28.7 | 31.6 | 37.6 | 40.9 | |
| PlaNet MobileNetBackbone=MobileNet2017.04 | 60.3 | 11.4 | 31.7 | 45.2 | 79.3 | — | — | — | — | |
| SupervisedData=INet-1K, Arch.=RG-128Gf2022.02 | 60.3 | 13.5 | 34.2 | 45.6 | 72.2 | — | — | — | — | |
| Deep-RetMethod category=Retrieval2018.08 | 57.4 | 12.2 | 33.3 | 44.3 | 71.3 | — | — | — | — | |
| MvMF2022.04 | 57.2 | 8.4 | 32.6 | 39.4 | 80.2 | — | — | — | — | |
| MvMF2023.03 | 57.2 | 8.4 | 32.6 | 39.4 | 80.2 | — | — | — | — | |
| PlaNet2016.02 | 53.6 | 8.4 | 24.5 | 37.6 | 71.3 | — | — | — | — | |
| PlaNetMethod category=Classifier2018.08 | 53.6 | 8.4 | 24.5 | 37.6 | 71.3 | 19 | 21.5 | 27.8 | 30.4 | |
| PlaNet2021.02 | 53.6 | 8.4 | 24.5 | 37.6 | 71.3 | — | — | — | — | |
| PlaNet2022.02 | 53.6 | 8.4 | 24.5 | 37.6 | 71.3 | — | — | — | — | |
| PlaNet2022.04 | 53.6 | 8.4 | 24.5 | 37.6 | 71.3 | — | — | — | — | |
| PlaNet2023.03 | 53.6 | 8.4 | 24.5 | 37.6 | 71.3 | — | — | — | — | |
| PlaNet2026.04 | 53.6 | 8.4 | 24.5 | 37.6 | 71.3 | — | — | — | — | |
| Deep-ClsMethod category=Classifier2018.08 | 49.4 | 6.8 | 21.9 | 34.6 | 63.7 | — | — | — | — | |
| Im2GPS (new)2016.02 | 35.4 | 2.5 | 21.9 | 32.1 | 51.9 | — | — | — | — | |
| Im2GPS [2]Method category=Retrieval2018.08 | 35.4 | 2.5 | 21.9 | 32.1 | 51.9 | 12.2 | 16.9 | 25.3 | 28.7 | |
| Im2GPS2017.04 | 35.4 | 2.5 | 21.9 | 32.1 | 51.9 | — | — | — | — | |
| Im2GPS (orig)2016.02 | 23 | — | 12 | 15 | 47 | — | — | — | — | |
| Im2GPS [1]Method category=Retrieval2018.08 | 23 | — | 12 | 15 | 47 | — | — | — | — | |
| Human2022.02 | 13.9 | — | — | 3.8 | 39.3 | — | — | — | — | |
| Human2022.04 | 13.9 | — | 3.8 | — | 39.3 | — | — | — | — | |
| Human2023.03 | 13.9 | — | — | 3.8 | 39.3 | — | — | — | — |