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ResearchFormerly WizWand

Deterministic forecasting on Solar TSFM-Bench

0.168MSEFLAME Large
0.140920.323710.50650.68929Sep 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=Large2025.120.1680.272
FLAME BaseEvaluation Protocol=zero-shot, Model Scale=Base2025.120.1840.277
FLAME SmallEvaluation Protocol=zero-shot, Model Scale=Small2025.120.2030.278
AuroraType=Zero-shot Foundation Model2025.090.2030.289
LightGTSEvaluation Protocol=zero-shot, Release Year=20252025.120.2190.305
SundialEvaluation Protocol=zero-shot, Release Year=20252025.120.2210.252
SundialType=Zero-shot Foundation Model, Model Year=20252025.090.2210.252
ChronosEvaluation Protocol=zero-shot, Release Year=20242025.120.3930.319
ChronosType=Zero-shot Foundation Model, Model Year=20242025.090.3930.319
Time-MoEEvaluation Protocol=zero-shot, Release Year=20242025.120.4110.428
Time-MoEType=Zero-shot Foundation Model, Model Year=20242025.090.4110.428
TimesFMType=Zero-shot Foundation Model, Model Year=20232025.090.50.397
ROSEEvaluation Protocol=zero-shot, Release Year=20252025.120.5050.549
ROSEType=Zero-shot Foundation Model, Model Year=20252025.090.5050.549
MOIRAIEvaluation Protocol=zero-shot, Release Year=20242025.120.7140.704
MOIRAIType=Zero-shot Foundation Model, Model Year=20242025.090.7140.704
TimerEvaluation Protocol=zero-shot, Release Year=20242025.120.7710.604
TimerType=Zero-shot Foundation Model, Model Year=20242025.090.7710.604
TinyTTMEvaluation Protocol=zero-shot, Release Year=20242025.120.8150.71
TTMType=Zero-shot Foundation Model, Model Year=20242025.090.8150.71
UniTSType=Zero-shot Foundation Model, Model Year=20242025.090.8450.669