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

Dewpoint Prediction on MADIS 2023 (test)

0.7566Dewpoint RMSE (1h)Transformer

Evaluation Results

Method	Links
Transformer2024.10		0.7566	1.1658	1.3903	1.6845	1.8506	1.9727	2.4297	3.5142	4.4056	2.13
Transformer2024.10		0.7634	1.0256	1.3041	1.4809	1.6162	1.6522	1.7129	1.7841	1.8297	1.4632
Transformer2024.10		0.7634	1.0256	1.3041	1.4809	1.6162	1.6522	1.7129	1.7841	1.8297	1.4632
Transformer2024.10		0.7721	1.1771	1.7359	2.3718	2.6763	3.4317	3.9042	4.7105	5.057	2.8707
Transformer2024.10		0.782	1.1003	1.3715	1.6132	1.6945	1.7553	1.8099	1.8821	1.9115	1.5467
Persistence2024.10		0.7834	1.274	2.0021	3.0099	3.6988	4.3591	4.8231	5.8531	6.1053	3.5454
MLP2024.10		0.7919	1.2483	1.8765	2.7753	3.3775	3.9771	4.3993	5.0861	5.3832	3.2128
MLP2024.10		1.3789	1.6538	2.0259	2.4997	2.7184	2.4792	2.4657	2.4913	2.7995	2.2792
MLP2024.10		1.4267	1.6521	1.9811	2.5329	2.9191	2.748	2.806	2.7717	2.5846	2.3802
GNN2024.10		1.4278	1.8289	2.0423	2.5904	2.9936	3.4755	3.9815	4.8123	5.3336	3.1651
MLP2024.10		1.4384	2.0339	2.0095	2.5592	2.7156	2.8836	2.9783	3.6511	4.5118	2.7535
GNN2024.10		1.4616	1.7783	2.2188	2.4419	2.7946	2.6365	2.8001	3.0051	2.4818	2.4021
GNN2024.10		1.4717	1.8274	2.6824	2.3998	3.0036	2.771	3.0227	3.7669	4.4572	2.8225
GNN2024.10		1.7071	1.6215	1.9472	2.4414	2.7491	2.6551	3.0125	2.9933	2.6584	2.4206
Interpolation2024.10		3.4996	3.4996	3.4996	3.4996	3.4996	3.4996	3.4996	3.4996	3.4996	3.4996
Interpolation2024.10		3.5549	3.5549	3.5549	3.5549	3.5549	3.5549	3.5549	3.5549	3.5549	3.5549
Interpolation2024.10		3.5716	3.5926	3.6243	3.6774	3.7137	3.7326	—	—	—	3.652