| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PeMS08 | DRAN | MAE13.366 | 18 | 1mo ago | |
| PeMS04 | DRAN | MAE18.132 | 18 | 1mo ago | |
| NYCTaxi | DRAN | MAE10.721 | 18 | 1mo ago | |
| NYCBike2 | DRAN | MAE4.845 | 18 | 1mo ago | |
| NYCBike1 | DRAN | MAE5.046 | 18 | 1mo ago | |
| Weather | DRAN | MAE0.676 | 18 | 1mo ago | |
| METR_LA 96→192 | STM3 | MAE10.8418 | 14 | 2mo ago | |
| METR_LA 96→96 | STM3 | MAE9.5837 | 14 | 2mo ago | |
| Milan-SMS 10% (train) | ST-Vision-LLM | NRMSE0.7324 | 8 | 2mo ago | |
| Milan-Internet (10% train) | ST-Vision-LLM | NRMSE0.2537 | 8 | 2mo ago | |
| Trentino-SMS (10% train) | ST-Vision-LLM | NRMSE0.9882 | 8 | 2mo ago | |
| Trentino-Internet (10% train) | GATGPT | NRMSE0.5249 | 8 | 2mo ago | |
| ACODH Crime 6h (test) | STZINB 3d | MAE (area)0.043 | 8 | 4mo ago | |
| WPRDC Crime 1D (test) | STZINB 3d2d1d | MAE (tract)0.082 | 8 | 4mo ago | |
| CDP_Crash 4h (test) | STZINB 3d2d1d | MAE (tract)0.073 | 8 | 4mo ago | |
| CDP_Crime 4h (test) | STZINB 3d2d1d | MAE (tract)0.159 | 8 | 4mo ago | |
| CDP_Ride 1h (test) | STGCN 3d2d1d | MAE (tract)2.996 | 5 | 4mo ago | |
| PEMSD4 96→96 | STM3 | MAE26.4776 | 3 | 2mo ago | |
| NREL 96→96 | STM3 | MAE4.5565 | 2 | 2mo ago | |
| KnowAir 96→96 | STM3 | MAE17.3852 | 2 | 2mo ago | |
| PEMSD8 96→96 | STM3 | MAE23.7019 | 2 | 2mo ago | |
| METR_LA 96→336 | STM3 | MAE11.2723 | 2 | 2mo ago |
