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Multivariate Time Series Forecasting on ETTm1 (test)

0.315MSE

Transformer

0.279920.516710.75350.99029Jul 19, 2021Apr 27, 2022Feb 4, 2023Nov 14, 2023Aug 22, 2024Jun 1, 2025Mar 11, 2026
Updated 1mo 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--
2026.03
0.3780.391-
2026.02
0.379--
2026.03
0.3790.395-
2025.11
0.380.412-
2026.03
0.380.398-
2026.02
0.381--
2026.03
0.3820.397-
2024.06
0.3840.395-
2026.03
0.3860.397-
2024.06
0.3870.4-
2025.11
0.3910.409-
2024.04
0.3930.403-
2024.04
0.3960.406-
2026.03
0.3960.402-
2026.03
0.3960.391-
2026.03
0.3970.392-
2024.04
0.3980.407-
2026.03
0.3990.402-
2024.06
0.40.406-
2024.04
0.40.406-
2026.02
0.4--
2026.03
0.40.406-
2024.06
0.4030.407-
2024.04
0.4030.407-
2026.02
0.404--
2026.03
0.4040.408-
2026.02
0.406--
2026.03
0.4060.407-
2024.06
0.4070.41-
2024.04
0.4070.41-
2026.02
0.407--
2026.03
0.4070.41-
2024.06
0.4140.407-
2024.06
0.4190.419-
2024.04
0.4190.419-
2026.03
0.4310.42-
2021.07
0.44540.462-
2024.06
0.4480.452-
2024.04
0.4480.452-
2026.03
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-
2026.03
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-