Weather Forecasting On Noaa Atmospheric
评估指标
MAE (t+1)
MAE (t+10)
评测结果
各个模型在此基准测试上的表现结果
比较表格
| 模型名称 | MAE (t+1) | MAE (t+10) |
|---|---|---|
| graph-neural-controlled-differential | 0.3582 ± 0.0616 | 1.4095 ± 0.1836 |
| climate-modeling-with-neural-diffusion | 0.2975 ± 0.0062 | 1.6337 ± 0.0467 |
| adaptive-graph-convolutional-recurrent | 0.3019 ± 0.0374 | 1.3755 ± 0.2732 |
| climate-modeling-with-neural-advection | 0.2571 ± 0.0064 | 1.3492 ± 0.0988 |
| neural-dynamics-on-complex-networks | 0.3151 ± 0.0122 | 2.2967 ± 0.0415 |