FSQ
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Population density prediction | FSQ-19M California (CA) | RMSE1,053.43 | 5 | |
| Population density prediction | FSQ-19M (Florida (FL)) | RMSE702.56 | 5 | |
| Population density prediction | FSQ-19M (New York (NY)) | RMSE4,305.66 | 5 | |
| Population density prediction | FSQ-19M (Georgia (GA)) | RMSE410.16 | 5 | |
| Population density prediction | FSQ-19M (Alabama (AL)) | RMSE266.24 | 5 | |
| Population density prediction | FSQ 19M (Vermont (VT)) | RMSE165.23 | 5 | |
| Population density prediction | FSQ-19M (Wyoming (WY)) | RMSE61.14 | 5 | |
| Next Location Prediction | FSQ-NYC | Accuracy41.21 | 5 | |
| Mobility Prediction | FSQ Global | Accuracy25.42 | 2 | |
| Mobility Prediction | FSQ-TYK | Accuracy28.7 | 2 |
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