| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| LargeST USA-Canada Vancouver station (test) | FATE | MAE (4h)1.021 | 16 | 1mo ago | |
| Argo | NeuVec | MSE3.546 | 4 | 2mo ago | |
| LargeST Europe (Barcelona station) (test) | FATE | MAE (3 days)2.174 | 2 | 1mo ago | |
| GLORYS12 reanalysis track | NJORD | RMSE (°C)0.548 | 2 | 2mo ago | |
| PEM Electrolyzer Temperature | MSE0.1596 | 2 | 4mo ago | ||
| Heat-2D multi_chip (test) | FNO2d | Accuracy (%)96.13 | 1 | 1mo ago | |
| Heat-2D forced_conv (test) | FNO2d | Accuracy95.53 | 1 | 1mo ago | |
| Heat-2D simple_chip (test) | FNO2d | Accuracy95.89 | 1 | 1mo ago | |
| LargeST Europe Munich station (test) | FATE | MAE (3 days)3.196 | 1 | 1mo ago | |
| USA-Canada Los Angeles station LargeST (test) | FATE | MAE (4h)1.183 | 1 | 1mo ago | |
| LargeST Europe Maastricht station (test) | FATE | MAE (3 days)4.164 | 1 | 1mo ago | |
| USA-Canada New York station LargeST (test) | FATE | MAE (4h)0.982 | 1 | 1mo ago | |
| MADIS 2023 (test) | Transformer | RMSE (1h)0.7709 | 1 | 2mo ago | |
| LPBF 10um mesh simulation 8-fold cross-validation 1.0 (test) | LP-FNO | MAE18.3 | 1 | 5mo ago |
