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ResearchFormerly WizWand

Time Series Forecasting on Electricity 10% (train)

0.156MSEOlivia
0.114440.394970.67550.95603May 10, 2026May 11, 2026May 12, 2026May 13, 2026May 14, 2026May 15, 2026May 17, 2026
Updated 5mo ago

Evaluation results

MethodLinks
OliviaPrediction Length=Avg2026.050.1560.252
SEMPOPrediction Length=Avg2026.050.1630.261
Time-LLMForecasting Horizon (H)=Avg2026.050.1750.27
Time-LLMRatio=10%2026.050.1750.27
Time-LLMPrediction Length=Avg2026.050.1750.27
GPT4TSForecasting Horizon (H)=Avg2026.050.1760.269
GPT4TSRatio=10%2026.050.1760.269
GPT-4TSPrediction Length=Avg2026.050.1760.269
S²IP-LLMPrediction Length=Avg2026.050.1780.273
VisionTSForecasting Horizon (H)=Avg2026.050.180.265
PatchTSTForecasting Horizon (H)=Avg2026.050.180.273
DLinearForecasting Horizon (H)=Avg2026.050.180.28
VisionTSRatio=10%2026.050.180.265
PatchTSTRatio=10%2026.050.180.273
DLinearRatio=10%2026.050.180.28
DLinearPrediction Length=Avg2026.050.180.28
PatchTSTPrediction Length=Avg2026.050.180.273
TTMPrediction Length=Avg2026.050.1810.274
iTransformerPrediction Length=Avg2026.050.1960.293
Time-VLMForecasting Horizon (H)=Avg2026.050.1980.291
Time-VLMRatio=10%2026.050.1980.291
SSDAForecasting Horizon (H)=Avg2026.050.1990.268
SSDARatio=10%2026.050.1990.29
TimesNetForecasting Horizon (H)=Avg2026.050.3230.392
TimesNetRatio=10%2026.050.3230.392
TimesNetPrediction Length=Avg2026.050.3230.392
FEDformerForecasting Horizon (H)=Avg2026.050.3460.427
FEDformerRatio=10%2026.050.3460.427
FEDformerPrediction Length=Avg2026.050.3460.427
StationaryPrediction Length=Avg2026.050.4440.48
InformerForecasting Horizon (H)=Avg2026.051.1950.891
InformerRatio=10%2026.051.1950.891