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ResearchFormerly WizWand

Time Series Forecasting on ETTh2 -> ETTm2 (test)

0.272MSETIME-LLM
0.201160.679331.15751.63567Oct 3, 2023Feb 12, 2024Jun 23, 2024Nov 2, 2024Mar 14, 2025Jul 24, 2025Dec 4, 2025
Updated 8mo ago

Evaluation results

MethodLinks
TIME-LLMHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.2720.341
STELLAevaluation_mode=zero-shot, training_source=ETTh22025.120.3130.354
TiDEevaluation_mode=zero-shot, training_source=ETTh22025.120.3210.364
TimeLLMevaluation_mode=zero-shot, training_source=ETTh22025.120.3220.363
PatchTSTHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.3250.365
DLinearHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.3280.386
GPT4TSevaluation_mode=zero-shot, training_source=ETTh22025.120.3310.371
GPT4TSHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.3350.37
TimesNetHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.3420.376
TIME-LLMHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.3540.4
TimesNetevaluation_mode=zero-shot, training_source=ETTh22025.120.3610.39
FEDformerevaluation_mode=zero-shot, training_source=ETTh22025.120.3650.405
AutoformerHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.3660.411
PatchTSTHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.4090.425
PatchTSTevaluation_mode=zero-shot, training_source=ETTh22025.120.420.433
AutoformerHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.4230.439
GPT4TSHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.4350.443
TimesNetHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.4350.443
DLinearHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.4550.471
DLinearevaluation_mode=zero-shot, training_source=ETTh22025.120.4960.496
MICNevaluation_mode=zero-shot, training_source=ETTh22025.120.5270.519
LLMTimeHorizon=Avg, Evaluation Protocol=Zero-shot2023.100.9920.708
LLMTimeHorizon=Avg, Evaluation Protocol=Zero-shot2023.101.8670.869
Crossformerevaluation_mode=zero-shot, training_source=ETTh22025.122.0431.124