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ResearchFormerly WizWand

Time Series Forecasting on ETTm1 -> ETTm2

0.217MSELTSM-Bundle
0.1510.59651.0421.4875Jun 20, 2024
Updated 8mo ago

Evaluation results

MethodLinks
LTSM-Bundlezero-shot=true2024.060.2170.319
LTSM-BundleZero-shot=true, Prediction Length=Avg2024.060.2170.32
TIME-LLMzero-shot=true2024.060.2680.32
TIME-LLMZero-shot=true, Prediction Length=Avg2024.060.2680.32
PatchTSTzero-shot=true2024.060.2960.334
PatchTSTZero-shot=true, Prediction Length=Avg2024.060.2960.334
GPT4TSzero-shot=true2024.060.3130.348
GPT4TSZero-shot=true, Prediction Length=Avg2024.060.3130.348
TimesNetzero-shot=true2024.060.3220.354
TimesNetZero-shot=true, Prediction Length=Avg2024.060.3220.354
DLinearzero-shot=true2024.060.3350.389
DLinearZero-shot=true, Prediction Length=Avg2024.060.3350.389
AutoformerZero-shot=true, Prediction Length=Avg2024.060.4690.484
LLMTimezero-shot=true2024.061.8670.869
LLMTimeZero-shot=true, Prediction Length=Avg2024.061.8670.869