Time-series forecasting on Traffic true news
34.66RMSEOur method
Evaluation Results
| Method | Links | |
|---|---|---|
| Our methodInput=History + Text, Reasoning Module=Deepseek V3.2, PRM Model=Qwen2026.06 | 34.66 | |
| LightGBMInput=History-only2026.06 | 34.87 | |
| PatchTSTInput=History-only2026.06 | 38.36 | |
| NbeatsInput=History-only2026.06 | 39.04 | |
| iTransformerInput=History-only2026.06 | 46.31 | |
| ChronosInput=History-only2026.06 | 47.47 | |
| LoRAInput=History + Text2026.06 | 50.06 | |
| DLinearInput=History-only2026.06 | 51.83 | |
| TimeLLM2026.06 | 55.17 |