Time-series forecasting on Exchange true news
5.86RMSEOur method
Evaluation Results
| Method | Links | |
|---|---|---|
| Our methodInput=History + Text, Reasoning Module=Deepseek V3.2, PRM Model=Qwen2026.06 | 5.86 | |
| LightGBMInput=History-only2026.06 | 7.09 | |
| NbeatsInput=History-only2026.06 | 7.12 | |
| ChronosInput=History-only2026.06 | 7.14 | |
| PatchTSTInput=History-only2026.06 | 7.16 | |
| TimeLLM2026.06 | 7.23 | |
| DLinearInput=History-only2026.06 | 7.47 | |
| LoRAInput=History + Text2026.06 | 7.89 | |
| iTransformerInput=History-only2026.06 | 8.56 |