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ResearchFormerly WizWand

Deterministic forecasting on Weather TSFM-Bench

0.215MSEFLAME Small
0.211920.232710.25350.27429Sep 26, 2025Oct 9, 2025Oct 23, 2025Nov 5, 2025Nov 19, 2025Dec 2, 2025Dec 16, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FLAME SmallEvaluation Protocol=zero-shot, Model Scale=Small2025.120.2150.261
LightGTSEvaluation Protocol=zero-shot, Release Year=20252025.120.2190.267
FLAME BaseEvaluation Protocol=zero-shot, Model Scale=Base2025.120.2220.269
FLAME LargeEvaluation Protocol=zero-shot, Model Scale=Large2025.120.2270.273
AuroraType=Zero-shot Foundation Model2025.090.230.267
SundialEvaluation Protocol=zero-shot, Release Year=20252025.120.2340.27
SundialType=Zero-shot Foundation Model, Model Year=20252025.090.2340.27
Time-MoEEvaluation Protocol=zero-shot, Release Year=20242025.120.2560.289
Time-MoEType=Zero-shot Foundation Model, Model Year=20242025.090.2560.289
MOIRAIEvaluation Protocol=zero-shot, Release Year=20242025.120.260.275
MOIRAIType=Zero-shot Foundation Model, Model Year=20242025.090.260.275
ROSEEvaluation Protocol=zero-shot, Release Year=20252025.120.2650.305
TinyTTMEvaluation Protocol=zero-shot, Release Year=20242025.120.2650.307
ROSEType=Zero-shot Foundation Model, Model Year=20252025.090.2650.305
TTMType=Zero-shot Foundation Model, Model Year=20242025.090.2650.307
UniTSType=Zero-shot Foundation Model, Model Year=20242025.090.2750.298
ChronosEvaluation Protocol=zero-shot, Release Year=20242025.120.2880.309
ChronosType=Zero-shot Foundation Model, Model Year=20242025.090.2880.309
TimerEvaluation Protocol=zero-shot, Release Year=20242025.120.2920.313
TimerType=Zero-shot Foundation Model, Model Year=20242025.090.2920.313