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ResearchFormerly WizWand

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

11.829sMAPET-Net
11.5741613.2943315.014516.73467Oct 3, 2023Dec 8, 2023Feb 13, 2024Apr 20, 2024Jun 26, 2024Sep 1, 2024Nov 7, 2024
Updated 8mo ago

Evaluation results

MethodLinks
T-Net2024.1111.8291.5850.851
Peri-midFormer2024.1111.8331.5840.85
BEATS2024.1111.8511.5990.855
HiTS2024.1111.9271.6130.861
TIME-LLM2023.1011.9831.5950.859
T-LLM2024.1111.9831.5950.859
GPT2024.1111.9911.60.861
N-HiTS2023.1012.0351.6250.869
PatchTST2023.1012.0591.6230.869
Patch2024.1112.0591.6230.869
N-BEATS2023.1012.251.6980.896
GPT4TS2023.1012.691.8080.94
Stationary2023.1012.781.7560.93
Station2024.1112.781.7560.93
FED2024.1112.841.7010.918
TimesNet2023.1012.881.8360.955
Autoformer2023.1012.9091.7710.939
AutoFormer=true2024.1112.9091.7710.939
FEDformer2023.1013.161.7750.949
LightTS2023.1013.5252.1111.051
Light2024.1113.5252.1111.051
DLinear2023.1013.6392.0951.051
DLinear2024.1113.6392.0951.051
Informer2023.1014.0862.7181.23
InFormer=true2024.1114.0862.7181.23
ETSformer2023.1014.7182.4081.172
ETSFormer=true2024.1114.7182.4081.172
PyraFormer=true2024.1116.9873.2651.48
Reformer2023.1018.24.2231.775
ReFormer=true2024.1118.24.2231.775