Image-Based Localization on VIGOR Same Area
Recall@1
- 2019-12-01 — SAFA: Recall@1 33.93
- 2022-03-31 — TransGeo: Recall@1 61.48
- 2023-02-03 — SAIG-D: Recall@1 65.23
- 2023-03-21 — Sample4Geo: Recall@1 77.86
- 2024-11-19 — CV-Cities: Recall@1 78.27
| Rank | Model | Recall@1 | Recall@5 | Recall@10 | Recall@1% | Hit Rate | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|---|
| 1 | CV-Cities | 78.27 | 96.10 | 97.52 | 99.67 | 90.76 | CV-Cities: Advancing Cross-View Geo-Localization in Global Cities | gaoshuang98/cvcities | 2024 |
| 2 | Sample4Geo | 77.86 | 95.66 | 97.21 | 99.61 | 89.82 | Sample4Geo: Hard Negative Sampling For Cross-View Geo-Localisation | Skyy93/Sample4Geo | 2023 |
| 3 | SAIG-D | 65.23 | 88.08 | - | 99.68 | 74.11 | Simple, Effective and General: A New Backbone for Cross-view Image Geo-localization | yanghongji2007/saig | 2023 |
| 4 | TransGeo | 61.48 | 87.54 | 91.88 | 99.56 | 73.09 | TransGeo: Transformer Is All You Need for Cross-view Image Geo-localization | jeff-zilence/transgeo2022 | 2022 |
| 5 | SAFA | 33.93 | 58.42 | 68.12 | 98.24 | 36.87 | Spatial-Aware Feature Aggregation for Image based Cross-View Geo-Localization | shiyujiao/SAFA | 2019 |