Shanghai
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Map extraction | Shanghai regions (test) | IoU63.4 | 18 | |
| Video Prediction | Shanghai 2020 | MSE4.0308 | 14 | |
| Trajectory Generation | Shanghai (SH) (test) | Distance Error0.0515 | 13 | |
| Radar sequence prediction | Shanghai | CSI-M0.4198 | 12 | |
| life service recall | Shanghai (test) | Recall@100.105 | 12 | |
| Spatiotemporal delivery demand forecasting | Shanghai | MAE3.71 | 11 | |
| Human mobility prediction | Shanghai ISP (test) | Accuracy@123.2 | 11 | |
| Road Extraction | Shanghai (test) | IoU60 | 8 | |
| Local life service recommendation | Shanghai In-domain Meituan (test) | HR@160.98 | 7 | |
| Foreclassing extreme temperature | Shanghai 2017 (test) | Accuracy85.2 | 4 | |
| Foreclassing extreme temperature | Shanghai 2020 | Accuracy87.4 | 4 | |
| Automatic Speech Recognition | Shanghai 2 | CER7.36 | 4 | |
| Automatic Speech Recognition | Shanghai | CER10.02 | 4 | |
| Coordinate Reconstruction | Shanghai | Epsilon (Centroid)2.37 | 3 | |
| Urban Morphology Generation | Shanghai | FID43.04 | 2 | |
| Camera Localization | Shanghai (test) | Median Position Error (m)0.69 | 2 |
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