| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Regression | Urban Perception avg. 6 tasks | R2 Score19.2 | 58 | |
| Regression | Urban Perception PP 2.0 (cross-regional) | R-squared21.2 | 12 | |
| Urban Perception Prediction | Urban Perception Safe (test) | Macro F150.5 | 11 | |
| Urban Perception Prediction | Urban Perception Wealthy (test) | Macro F1 Score58.1 | 11 | |
| Regression | Urban Perception Cross-region | R2 Score (%)21.2 | 6 | |
| Urban Perception Prediction | Urban Perception Boring (test) | Macro-F145.5 | 6 |