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ResearchFormerly WizWand

Time Series Forecasting on ETTh2 (10% train)

0.324MSESSDA
0.182081.140042.0983.05596May 10, 2026May 11, 2026May 12, 2026May 13, 2026May 14, 2026May 15, 2026May 17, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SSDAForecasting Horizon (H)=Avg2026.050.3240.373
SSDARatio=10%2026.050.3240.373
OliviaPrediction Length=Avg2026.050.3370.385
SEMPOPrediction Length=Avg2026.050.3390.387
VisionTSForecasting Horizon (H)=Avg2026.050.3530.389
VisionTSRatio=10%2026.050.3530.389
TTMPrediction Length=Avg2026.050.3550.391
Time-VLMForecasting Horizon (H)=Avg2026.050.3610.405
Time-VLMRatio=10%2026.050.3610.405
S²IP-LLMPrediction Length=Avg2026.050.3660.392
Time-LLMForecasting Horizon (H)=Avg2026.050.370.394
Time-LLMRatio=10%2026.050.370.394
Time-LLMPrediction Length=Avg2026.050.370.394
GPT4TSForecasting Horizon (H)=Avg2026.050.3970.421
GPT4TSRatio=10%2026.050.3970.421
GPT-4TSPrediction Length=Avg2026.050.3970.421
PatchTSTForecasting Horizon (H)=Avg2026.050.4150.431
PatchTSTRatio=10%2026.050.4150.431
PatchTSTPrediction Length=Avg2026.050.4150.431
StationaryPrediction Length=Avg2026.050.4620.455
FEDformerForecasting Horizon (H)=Avg2026.050.4660.475
FEDformerRatio=10%2026.050.4660.475
FEDformerPrediction Length=Avg2026.050.4660.475
TimesNetForecasting Horizon (H)=Avg2026.050.4790.465
TimesNetRatio=10%2026.050.4790.465
TimesNetPrediction Length=Avg2026.050.4790.465
iTransformerPrediction Length=Avg2026.050.4890.483
DLinearForecasting Horizon (H)=Avg2026.050.6050.538
DLinearRatio=10%2026.050.6050.538
DLinearPrediction Length=Avg2026.050.6050.538
InformerForecasting Horizon (H)=Avg2026.053.8721.513
InformerRatio=10%2026.053.8721.513