Time Series Forecasting on NASDAQ (Normalized MSE)
0.6494Normalized MSEPatchTST
Evaluation Results
| Method | Links | |
|---|---|---|
| PatchTSTModel Category=Traditional2025.06 | 0.6494 | |
| Time-R1Model Category=Ours2025.06 | 0.6506 | |
| TimeMixerModel Category=Traditional2025.06 | 0.6513 | |
| WPMixerModel Category=Traditional2025.06 | 0.6519 | |
| TimesFMModel Category=Traditional2025.06 | 0.6527 | |
| TimeXerModel Category=Traditional2025.06 | 0.6569 | |
| iTransformerModel Category=Traditional2025.06 | 0.6586 | |
| MomentModel Category=Traditional2025.06 | 0.6624 | |
| GPT4TSModel Category=LLM-based2025.06 | 0.6701 | |
| DLinearModel Category=Traditional2025.06 | 0.6733 | |
| CrossTimeNetModel Category=LLM-based2025.06 | 0.6884 | |
| AutoFormerModel Category=Traditional2025.06 | 0.7014 | |
| TimeLLMModel Category=LLM-based2025.06 | 0.7066 | |
| DeepSeek-R1Model Category=LLM-based2025.06 | 0.8217 |