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Time Series Forecasting on ETTm1 (test)

0.19MSE

PatchTST + LIFT

0.178960.253480.3280.40252May 28, 2022Jan 6, 2023Aug 18, 2023Mar 29, 2024Nov 7, 2024Jun 19, 2025Jan 29, 2026
Updated 2d ago

Evaluation Results

MethodLinks
2024.01
0.19-0.269--
2024.01
0.193-0.27--
2024.01
0.196-0.275--
2024.01
0.211-0.285--
2024.01
0.252-0.316--
2024.01
0.254-0.319--
2024.01
0.258-0.321--
2024.01
0.272-0.326--
2024.01
0.287-0.338--
2024.01
0.29-0.342--
2024.01
0.293-0.342--
2024.01
0.299-0.343--
2025.11
0.319-0.366--
2024.01
0.329-0.367--
2024.01
0.332-0.369--
2024.01
0.334-0.365--
2024.01
0.335-0.365--
2025.11
0.337-0.365--
2025.11
0.338-0.375--
2025.11
0.345-0.372--
2026.01
0.349-0.38--
2025.11
0.352-0.374--
2025.11
0.355-0.376--
2026.01
0.359-0.382--
2024.01
0.365-0.39--
2024.01
0.366-0.392--
2024.01
0.369-0.386--
2024.01
0.369-0.387--
2025.11
0.374-0.387--
2025.11
0.374-0.387--
2025.11
0.376-0.387--
2025.11
0.376-0.397--
2025.12
0.38-0.385--
2025.11
0.38-0.389--
2025.12
0.381-0.395--
2025.11
0.381-0.415--
2025.12
0.384-0.395--
2022.05
0.386-0.398--
2025.12
0.386-0.397--
2025.12
0.387-0.4--
2025.11
0.391-0.392--
2026.01
0.392-0.383--
2026.01
0.393-0.386--
2026.01
0.393-0.385--
2026.01
0.394-0.392--
2024.05
0.395----
2026.01
0.396-0.387--
2025.11
0.398-0.402--
2025.11
0.398-0.411--
2024.05
0.399----
2026.01
0.399-0.39--
2026.01
0.4-0.39--
2025.12
0.4-0.406--
2025.11
0.4-0.406--
2024.05
0.401----
2024.05
0.402----
2025.11
0.402-0.406--
2025.12
0.403-0.407--
2025.11
0.403-0.407--
2025.11
0.404-0.426--
2024.05
0.407----
2025.12
0.407-0.41--
2025.12
0.407-0.415--
2024.05
0.408----
2025.11
0.408-0.411--
2025.11
0.41-0.411--
2023.02
0.411-0.429--
2024.01
0.412-0.42--
2024.05
0.412----
2026.01
0.413-0.404--
2025.11
0.413-0.413--
2024.05
0.414----
2025.11
0.414-0.408--
2025.11
0.417-0.422--
2024.05
0.418----
2024.05
0.418----
2024.01
0.42-0.424--
2024.05
0.42----
2025.11
0.421-0.414--
2024.05
0.422----
2025.11
0.424-0.415--
2024.01
0.425-0.421--
2024.05
0.425----
2024.01
0.426-0.424--
2024.05
0.426----
2024.05
0.428----
2024.10
0.431-0.442--
2024.05
0.44-0.41--
2024.10
0.441-0.447--
2025.11
0.442-0.451--
2025.11
0.45-0.477--
2025.11
0.45-0.451--
2025.11
0.457-0.462--
2024.10
0.458-0.451--
2022.05
0.459-0.444--
2024.10
0.46-0.45--
2024.10
0.462-0.447--
2025.11
0.462-0.449--
2023.02
0.464-0.441--
2024.10
0.466-0.454--
Showing 100 of 200 rows