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ResearchFormerly WizWand

Time Series Forecasting on TimeMMD Economy (test)

0.016MSEAurora
0.000440.105470.21050.31553Sep 26, 2025Nov 5, 2025Dec 16, 2025Jan 26, 2026Mar 7, 2026Apr 17, 2026May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Aurorafew-shot percentage=10%2025.090.0160.099
Aurorazero-shot=true2025.090.0330.146
CALFfew-shot percentage=10%2025.090.0340.15
KAIROSAGENTLearning Setup=Zero-Shot2026.050.1860.335
ChronosBoltLearning Setup=Zero-Shot2026.050.1920.342
MoiraiLearning Setup=Zero-Shot2026.050.1980.345
SundialLearning Setup=Zero-Shot2026.050.2160.348
DLinearLearning Setup=Full-Shot, Modality=Unimodal2026.050.2180.37
CALFLearning Setup=Full-Shot, Modality=Multimodal2026.050.2230.37
PatchTSTLearning Setup=Full-Shot, Modality=Unimodal2026.050.2230.38
TATSfew-shot percentage=10%2025.090.2320.39
T3TimeLearning Setup=Full-Shot, Modality=Multimodal2026.050.2390.384
TimeCMALearning Setup=Full-Shot, Modality=Multimodal2026.050.2620.412
TimeVLMfew-shot percentage=10%2025.090.2730.414
GPT4MTSfew-shot percentage=10%2025.090.2740.424
AuroraLearning Setup=Zero-Shot2026.050.2750.412
ROSEzero-shot=true2025.090.2890.433
Sundialzero-shot=true2025.090.2910.432
VisionTSzero-shot=true2025.090.3010.442
MOIRAIzero-shot=true2025.090.4050.512