Time Series Forecasting on LEU (Electricity Usage) (test)
0.1557RMSEChatTime-Chat
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ChatTime-ChatModel Category=Time Series Foundation Model2026.06 | 0.1557 | 0.1253 | |
| MWNE-Qwen2.5-1.5b-instructModel Category=TempoWAVE Embedding + LLM, Base LLM=Qwen2.5-1.5b-instruct2026.06 | 0.1681 | 0.1095 | |
| FoNE-Qwen2.5-1.5b-instructModel Category=Fourier Embedding + LLM, Base LLM=Qwen2.5-1.5b-instruct2026.06 | 0.2065 | 0.1378 | |
| MoiraiModel Category=Time Series Foundation Model2026.06 | 0.3271 | 0.2267 | |
| TimesNetModel Category=Time Series Forecasting Model2026.06 | 0.3895 | 0.3303 | |
| ChronosModel Category=Time Series Foundation Model2026.06 | 0.4184 | 0.2441 | |
| PatchTSTModel Category=Time Series Forecasting Model2026.06 | 0.4536 | 0.3634 | |
| TimeLLMModel Category=Time Series Foundation Model2026.06 | 0.4925 | 0.3701 | |
| iTransformerModel Category=Time Series Forecasting Model2026.06 | 0.6049 | 0.4948 | |
| DLinearModel Category=Time Series Forecasting Model2026.06 | 0.6422 | 0.5355 | |
| AutoformerModel Category=Time Series Forecasting Model2026.06 | 0.6805 | 0.5937 | |
| N-BEATSModel Category=Time Series Forecasting Model2026.06 | 0.748 | 0.5851 |