Wind Vector Prediction on MADIS 2023 (test) benchmark leaderboard · SOTA2 Research

Wind Vector Prediction on MADIS 2023 (test)

0.3736Wind Vector Error (1h)Transformer

Evaluation Results

Method	Links
Transformer2024.10		0.3736	0.4444	0.5081	0.5185	0.5284	0.526	0.5354	0.5388	0.5351	0.5009
Transformer2024.10		0.3759	0.4364	0.4819	0.4948	0.5041	0.5086	0.5055	0.516	0.5224	0.4828
Transformer2024.10		0.3782	0.4838	0.604	0.7216	0.7791	0.8515	0.8867	0.9113	0.9123	0.7254
Transformer2024.10		0.3791	0.4458	0.4943	0.5335	0.5464	0.5617	0.7019	0.8713	0.913	0.6052
MLP2024.10		0.3855	0.5012	0.65	0.809	0.8683	0.8943	0.9053	0.9261	0.9262	0.7629
Persistence2024.10		0.3885	0.5165	0.6953	0.9373	1.074	1.1415	1.1464	1.3364	1.2522	0.9431
GNN2024.10		0.4171	0.5089	0.6123	0.6957	0.6991	0.7133	0.8482	0.9119	0.9288	0.7039
GNN2024.10		0.4201	0.5146	0.6097	0.6991	0.7159	0.6941	0.7079	0.7248	0.7148	0.6446
GNN2024.10		0.4248	0.5015	0.5969	0.6721	0.703	0.6661	0.67	0.6849	0.6886	0.6231
MLP2024.10		0.4252	0.5294	0.6228	0.697	0.7247	0.7244	0.8399	0.9255	0.9265	0.7128
GNN2024.10		0.429	0.5235	0.6518	0.7806	0.8487	0.8821	0.9009	0.9258	0.93	0.7636
MLP2024.10		0.4391	0.5229	0.6105	0.6721	0.6509	0.6667	0.6624	0.6729	0.6857	0.6204
MLP2024.10		0.4474	0.5366	0.6267	0.693	0.6956	0.6844	0.6997	0.7136	0.737	0.6482
Interpolation2024.10		2.4617	2.4617	2.4617	2.4617	2.4617	2.4617	2.4617	2.4617	2.4617	2.4617
Interpolation2024.10		2.6206	2.6206	2.6206	2.6206	2.6206	2.6206	2.6206	2.6206	2.6206	2.6206
Interpolation2024.10		2.6235	2.6506	2.6659	2.6901	2.7177	2.7792	—	—	—	2.688