Time Series Forecasting on NASDAQ (MAE)
0.0213MAEPatchTST
Evaluation Results
| Method | Links | |
|---|---|---|
| PatchTSTMethod Category=Traditional2025.06 | 0.0213 | |
| TimesFMMethod Category=Traditional2025.06 | 0.0215 | |
| DLinearMethod Category=Traditional2025.06 | 0.0217 | |
| Time-R1Method Category=Ours2025.06 | 0.0217 | |
| TimeMixerMethod Category=Traditional2025.06 | 0.0219 | |
| MomentMethod Category=Traditional2025.06 | 0.0221 | |
| WPMixerMethod Category=Traditional2025.06 | 0.0225 | |
| AutoFormerMethod Category=Traditional2025.06 | 0.0229 | |
| DeepSeek-R1Method Category=LLM-based, Zero-shot=true, Reasoning Template=true2025.06 | 0.0231 | |
| TimeXerMethod Category=Traditional2025.06 | 0.0233 | |
| iTransformerMethod Category=Traditional2025.06 | 0.0237 | |
| CrossTimeNetMethod Category=LLM-based2025.06 | 0.0252 | |
| TimeLLMMethod Category=LLM-based2025.06 | 0.0255 | |
| GPT4TSMethod Category=LLM-based2025.06 | 0.0256 |