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ResearchFormerly WizWand

Time Series Forecasting on Australian Electricity Aus

0.3059MSEUniCast
0.2113320.8496661.4882.126334Aug 16, 2025
Updated 7mo ago

Evaluation results

MethodLinks
UniCastVision Encoder=BLIP, Text Encoder=LLaMA2025.080.3059
UniCastVision Encoder=CLIP, Text Encoder=Qwen2025.080.3431
ChronosEvaluation Protocol=Fine-tuned2025.080.3606
TimerEvaluation Protocol=Fine-tuned, Note=pre-trained on Australian Electricity dataset2025.080.4839
TimesFMEvaluation Protocol=Fine-tuned2025.080.5163
MoiraiEvaluation Protocol=Zero-shot2025.081.1993
TimerEvaluation Protocol=Zero-shot, Note=pre-trained on Australian Electricity dataset2025.081.462
TTMEvaluation Protocol=Zero-shot2025.081.5117
MOMENTEvaluation Protocol=Zero-shot2025.081.5763
TimesFMEvaluation Protocol=Zero-shot2025.082.2816
ChronosEvaluation Protocol=Zero-shot2025.082.6701