| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Bike-sharing redistribution | London 30% initial inventory ratio (test) | Region 1 Count1,639 | 16 | |
| Bike-sharing redistribution | London 20% initial inventory ratio (test) | Region 1 Count1,385 | 16 | |
| Socioeconomic Distribution Mapping | London | KL Divergence30.1 | 10 | |
| Land-Use Classification | London | F1 Score59.4 | 10 | |
| Visual Place Recognition | London 3 | Precision83 | 7 | |
| Visual Place Recognition | London 2 | Precision0.9 | 7 | |
| Path loss prediction | London-only (test) | RMSE (dB)7.1 | 4 | |
| Urban Morphology Generation | London | FID43.93 | 2 |