Time Series Forecasting on PTF Traffic Flow (test)
0.161RMSEChatTime-Chat
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ChatTime-ChatModel Category=Time Series Foundation Model2026.06 | 0.161 | 0.1276 | |
| MWNE-Qwen2.5-1.5b-instructModel Category=TempoWAVE Embedding + LLM, Base LLM=Qwen2.5-1.5b-instruct2026.06 | 0.1706 | 0.1212 | |
| MoiraiModel Category=Time Series Foundation Model2026.06 | 0.2141 | 0.1681 | |
| FoNE-Qwen2.5-1.5b-instructModel Category=Fourier Embedding + LLM, Base LLM=Qwen2.5-1.5b-instruct2026.06 | 0.2915 | 0.2495 | |
| iTransformerModel Category=Time Series Forecasting Model2026.06 | 0.3363 | 0.2234 | |
| TimesNetModel Category=Time Series Forecasting Model2026.06 | 0.3437 | 0.2238 | |
| ChronosModel Category=Time Series Foundation Model2026.06 | 0.3606 | 0.2828 | |
| AutoformerModel Category=Time Series Forecasting Model2026.06 | 0.3706 | 0.2288 | |
| N-BEATSModel Category=Time Series Forecasting Model2026.06 | 0.3713 | 0.2306 | |
| PatchTSTModel Category=Time Series Forecasting Model2026.06 | 0.3755 | 0.2492 | |
| DLinearModel Category=Time Series Forecasting Model2026.06 | 0.4632 | 0.3268 | |
| TimeLLMModel Category=Time Series Foundation Model2026.06 | 0.5744 | 0.473 |