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Time Series Forecasting on Weather (MSE, MAE, Imp. (MSE))

0.159MSE

Super-Linear

Updated 9d ago

Evaluation Results

Method
Super-Linear 2025.09	0.159	0.211	-
Time-MoE Large 2025.09	0.159	0.213	-
Time-MoE base 2025.09	0.16	0.214	-
Timer-XL 2025.09	0.171	0.225	-
ROSE 2025.09	0.2	0.26	-
Chronos 2025.09	0.203	0.238	-
Super-Linear 2025.09	0.207	0.254	-
Time-MoE base 2025.09	0.21	0.26	-
Time-MoE Large 2025.09	0.215	0.266	-
PRformer + CM 2024.10	0.219	0.251	2.2
CARD L=720 + CM 2024.10	0.22	0.252	2.7
Moirai 2025.09	0.22	0.217	-
Timer-XL 2025.09	0.221	0.271	-
PRformer 2024.10	0.224	0.256	-
CARD L=720 2024.10	0.226	0.255	-
Minusformer L=336 + CM 2024.10	0.235	0.27	2.9
CARD L=96 + CM 2024.10	0.238	0.261	0.8
ROSE 2025.09	0.239	0.288	-
CARD L=96 2024.10	0.24	0.262	-
Super-Linear 2025.09	0.24	0.275	-
Minusformer L=336 2024.10	0.242	0.275	-
PPM 2026.05	0.242	0.268	-
iTransformer + CM 2024.10	0.25	0.275	3.8
NsDiff 2026.05	0.251	0.29	-
Minusformer L=96 + CM 2024.10	0.252	0.275	3.1
Chronos 2025.09	0.256	0.29	-
Timer-XL 2025.09	0.256	0.294	-
DeepAR 2026.05	0.259	0.333	-
iTransformer 2024.10	0.26	0.281	-
Minusformer L=96 2024.10	0.26	0.281	-
Super-Linear 2025.09	0.261	0.293	-
ROSE 2025.09	0.264	0.305	-
Time-MoE base 2025.09	0.266	0.297	-
TimeDiff 2026.05	0.266	0.316	-
Time-MoE Large 2025.09	0.27	0.3	-
Moirai 2025.09	0.271	0.259	-
Timer-XL 2025.09	0.274	0.311	-
Time-MoE base 2025.09	0.274	0.309	-
TMDM 2026.05	0.275	0.314	-
ROSE 2025.09	0.279	0.315	-
Moirai 2025.09	0.286	0.297	-
Moirai 2025.09	0.288	0.282	-
Time-MoE Large 2025.09	0.291	0.322	-
Chronos 2025.09	0.292	0.315	-
Chronos 2025.09	0.314	0.336	-
Super-Linear 2025.09	0.333	0.341	-
ROSE 2025.09	0.34	0.357	-
Timer-XL 2025.09	0.356	0.37	-
Moirai 2025.09	0.373	0.354	-
Chronos 2025.09	0.397	0.396	-
Time-MoE Large 2025.09	0.415	0.4	-
Time-MoE base 2025.09	0.418	0.405	-
D3VAE 2026.05	0.445	0.449	-
DiffusionTS 2026.05	0.452	0.49	-
TimeGrad 2026.05	0.562	0.51	-