Short-term Time Series Forecasting on M4 Weighted Average (test) benchmark leaderboard · SOTA2 Research

Short-term Time Series Forecasting on M4 Weighted Average (test)

11.829sMAPET-Net

Evaluation Results

Method	Links
T-Net2024.11		11.829	1.585	0.851
Peri-midFormer2024.11		11.833	1.584	0.85
BEATS2024.11		11.851	1.599	0.855
HiTS2024.11		11.927	1.613	0.861
TIME-LLM2023.10		11.983	1.595	0.859
T-LLM2024.11		11.983	1.595	0.859
GPT2024.11		11.991	1.6	0.861
N-HiTS2023.10		12.035	1.625	0.869
PatchTST2023.10		12.059	1.623	0.869
Patch2024.11		12.059	1.623	0.869
N-BEATS2023.10		12.25	1.698	0.896
GPT4TS2023.10		12.69	1.808	0.94
Stationary2023.10		12.78	1.756	0.93
Station2024.11		12.78	1.756	0.93
FED2024.11		12.84	1.701	0.918
TimesNet2023.10		12.88	1.836	0.955
Autoformer2023.10		12.909	1.771	0.939
Auto2024.11		12.909	1.771	0.939
FEDformer2023.10		13.16	1.775	0.949
LightTS2023.10		13.525	2.111	1.051
Light2024.11		13.525	2.111	1.051
DLinear2023.10		13.639	2.095	1.051
DLinear2024.11		13.639	2.095	1.051
Informer2023.10		14.086	2.718	1.23
In2024.11		14.086	2.718	1.23
ETSformer2023.10		14.718	2.408	1.172
ETS2024.11		14.718	2.408	1.172
Pyra2024.11		16.987	3.265	1.48
Reformer2023.10		18.2	4.223	1.775
Re2024.11		18.2	4.223	1.775