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ResearchFormerly WizWand

Deterministic forecasting on Wind TSFM-Bench

1.042MSEFLAME Large
1.019161.173331.32751.48167Sep 26, 2025Oct 9, 2025Oct 23, 2025Nov 5, 2025Nov 19, 2025Dec 2, 2025Dec 16, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FLAME LargeEvaluation Protocol=zero-shot, Model Scale=Large2025.121.0420.733
FLAME BaseEvaluation Protocol=zero-shot, Model Scale=Base2025.121.120.758
FLAME SmallEvaluation Protocol=zero-shot, Model Scale=Small2025.121.1440.765
AuroraType=Zero-shot Foundation Model2025.091.1510.763
SundialEvaluation Protocol=zero-shot, Release Year=20252025.121.1860.772
SundialType=Zero-shot Foundation Model, Model Year=20252025.091.1860.772
TimerEvaluation Protocol=zero-shot, Release Year=20242025.121.2010.783
TimerType=Zero-shot Foundation Model, Model Year=20242025.091.2010.783
ROSEEvaluation Protocol=zero-shot, Release Year=20252025.121.2510.82
ROSEType=Zero-shot Foundation Model, Model Year=20252025.091.2510.82
LightGTSEvaluation Protocol=zero-shot, Release Year=20252025.121.2920.836
MOIRAIEvaluation Protocol=zero-shot, Release Year=20242025.121.2990.795
MOIRAIType=Zero-shot Foundation Model, Model Year=20242025.091.2990.795
TinyTTMEvaluation Protocol=zero-shot, Release Year=20242025.121.3370.829
TTMType=Zero-shot Foundation Model, Model Year=20242025.091.3370.829
UniTSType=Zero-shot Foundation Model, Model Year=20242025.091.4250.848
ChronosEvaluation Protocol=zero-shot, Release Year=20242025.121.4780.834
ChronosType=Zero-shot Foundation Model, Model Year=20242025.091.4780.834
TimesFMType=Zero-shot Foundation Model, Model Year=20232025.091.6130.87