Time Series Forecasting on Australia (AUL) (test)
0.3391RMSEMWNE-Qwen2.5-1.5b-instruct
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MWNE-Qwen2.5-1.5b-instructModel Category=TempoWAVE Embedding + LLM, Base LLM=Qwen2.5-1.5b-instruct2026.06 | 0.3391 | 0.2739 | |
| ChatTime-ChatModel Category=Time Series Foundation Model2026.06 | 0.3639 | 0.305 | |
| FoNE-Qwen2.5-1.5b-instructModel Category=Fourier Embedding + LLM, Base LLM=Qwen2.5-1.5b-instruct2026.06 | 0.3649 | 0.3045 | |
| PatchTSTModel Category=Time Series Forecasting Model2026.06 | 0.4885 | 0.4086 | |
| TimesNetModel Category=Time Series Forecasting Model2026.06 | 0.5431 | 0.4595 | |
| MoiraiModel Category=Time Series Foundation Model2026.06 | 0.5806 | 0.4854 | |
| DLinearModel Category=Time Series Forecasting Model2026.06 | 0.5955 | 0.4977 | |
| ChronosModel Category=Time Series Foundation Model2026.06 | 0.597 | 0.4892 | |
| iTransformerModel Category=Time Series Forecasting Model2026.06 | 0.6054 | 0.4948 | |
| N-BEATSModel Category=Time Series Forecasting Model2026.06 | 0.7158 | 0.5874 | |
| TimeLLMModel Category=Time Series Foundation Model2026.06 | 0.766 | 0.6012 | |
| AutoformerModel Category=Time Series Forecasting Model2026.06 | 0.8336 | 0.6828 |