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ResearchFormerly WizWand

Time Series Forecasting on ETTm1 10% (train)

0.36MSESSDA
0.326720.551360.7761.00064May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SSDAForecasting Horizon (H)=Avg2026.050.360.369
Time-VLMForecasting Horizon (H)=Avg2026.050.360.382
SSDARatio=10%2026.050.360.369
Time-VLMRatio=10%2026.050.360.382
Time-LLMForecasting Horizon (H)=Avg2026.050.4040.427
Time-LLMRatio=10%2026.050.4040.427
DLinearForecasting Horizon (H)=Avg2026.050.4110.429
DLinearRatio=10%2026.050.4110.429
GPT4TSForecasting Horizon (H)=Avg2026.050.4640.441
GPT4TSRatio=10%2026.050.4640.441
PatchTSTForecasting Horizon (H)=Avg2026.050.5010.466
PatchTSTRatio=10%2026.050.5010.466
VisionTSForecasting Horizon (H)=Avg2026.050.5950.508
VisionTSRatio=10%2026.050.5950.508
TimesNetForecasting Horizon (H)=Avg2026.050.6770.537
TimesNetRatio=10%2026.050.6770.537
FEDformerForecasting Horizon (H)=Avg2026.050.7220.605
FEDformerRatio=10%2026.050.7220.605
InformerForecasting Horizon (H)=Avg2026.051.1920.821
InformerRatio=10%2026.051.1920.821