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Multivariate Time Series Forecasting on ETTm1 (test)

0.315MSE

Transformer

0.279920.516710.75350.99029Jul 19, 2021Apr 22, 2022Jan 25, 2023Oct 30, 2023Aug 2, 2024May 7, 2025Feb 9, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2021.07
0.3150.3886-
2025.11
0.3210.363-
2021.07
0.3230.369-
2024.02
0.330.365-
2021.07
0.33510.38750.975
2025.11
0.3360.372-
2025.11
0.340.373-
2026.01
0.3430.369-
2025.11
0.3450.378-
2025.11
0.3470.374-
2025.11
0.3490.375-
2025.11
0.3530.388-
2024.02
0.3550.389-
2025.11
0.3590.389-
2025.11
0.3620.391-
2026.02
0.367--
2026.02
0.369--
2026.02
0.374--
2026.02
0.379--
2025.11
0.380.412-
2026.02
0.381--
2024.06
0.3840.395-
2024.06
0.3870.4-
2025.11
0.3910.409-
2024.04
0.3930.403-
2024.04
0.3960.406-
2024.04
0.3980.407-
2024.06
0.40.406-
2024.04
0.40.406-
2026.02
0.4--
2024.06
0.4030.407-
2024.04
0.4030.407-
2026.02
0.404--
2026.02
0.406--
2024.06
0.4070.41-
2024.04
0.4070.41-
2026.02
0.407--
2024.06
0.4140.407-
2024.06
0.4190.419-
2024.04
0.4190.419-
2021.07
0.44540.462-
2024.06
0.4480.452-
2024.04
0.4480.452-
2021.07
0.45430.48310.67
2025.11
0.4640.406-
2021.07
0.46410.4823-
2021.07
0.47260.47020.902
2024.06
0.4810.456-
2024.04
0.4810.456-
2025.11
0.4820.472-
2024.06
0.4850.481-
2024.04
0.4850.481-
2021.07
0.4940.503-
2024.06
0.5130.496-
2024.04
0.5130.496-
2025.11
0.5290.442-
2025.11
0.5370.488-
2024.06
0.5880.517-
2021.07
0.61850.59910.586
2021.07
0.6780.614-
2021.07
0.68140.6312-
2025.11
0.8740.605-
2025.11
1.030.699-
2021.07
1.0560.786-
2021.07
1.12730.84120.946
2021.07
1.13650.8572-
2021.07
1.1920.926-