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Wind Vector Prediction on MADIS 2023 (test)

0.3736Wind Vector Error (1h)

Transformer

Updated 1mo ago

Evaluation Results

Method	Links
Transformer 2024.10		0.3736	0.4444	0.5081	0.5185	0.5284	0.526	0.5354	0.5388	0.5351	0.5009
Transformer 2024.10		0.3759	0.4364	0.4819	0.4948	0.5041	0.5086	0.5055	0.516	0.5224	0.4828
Transformer 2024.10		0.3782	0.4838	0.604	0.7216	0.7791	0.8515	0.8867	0.9113	0.9123	0.7254
Transformer 2024.10		0.3791	0.4458	0.4943	0.5335	0.5464	0.5617	0.7019	0.8713	0.913	0.6052
MLP 2024.10		0.3855	0.5012	0.65	0.809	0.8683	0.8943	0.9053	0.9261	0.9262	0.7629
Persistence 2024.10		0.3885	0.5165	0.6953	0.9373	1.074	1.1415	1.1464	1.3364	1.2522	0.9431
GNN 2024.10		0.4171	0.5089	0.6123	0.6957	0.6991	0.7133	0.8482	0.9119	0.9288	0.7039
GNN 2024.10		0.4201	0.5146	0.6097	0.6991	0.7159	0.6941	0.7079	0.7248	0.7148	0.6446
GNN 2024.10		0.4248	0.5015	0.5969	0.6721	0.703	0.6661	0.67	0.6849	0.6886	0.6231
MLP 2024.10		0.4252	0.5294	0.6228	0.697	0.7247	0.7244	0.8399	0.9255	0.9265	0.7128
GNN 2024.10		0.429	0.5235	0.6518	0.7806	0.8487	0.8821	0.9009	0.9258	0.93	0.7636
MLP 2024.10		0.4391	0.5229	0.6105	0.6721	0.6509	0.6667	0.6624	0.6729	0.6857	0.6204
MLP 2024.10		0.4474	0.5366	0.6267	0.693	0.6956	0.6844	0.6997	0.7136	0.737	0.6482
Interpolation 2024.10		2.4617	2.4617	2.4617	2.4617	2.4617	2.4617	2.4617	2.4617	2.4617	2.4617
Interpolation 2024.10		2.6206	2.6206	2.6206	2.6206	2.6206	2.6206	2.6206	2.6206	2.6206	2.6206
Interpolation 2024.10		2.6235	2.6506	2.6659	2.6901	2.7177	2.7792	-	-	-	2.688