Time-series forecasting on Bitcoin true news
886.58RMSEOur method
Evaluation Results
| Method | Links | |
|---|---|---|
| Our methodInput=History + Text, Reasoning Module=Deepseek V3.2, PRM Model=Qwen2026.06 | 886.58 | |
| LightGBMInput=History-only2026.06 | 1,156.65 | |
| PatchTSTInput=History-only2026.06 | 1,495.61 | |
| NbeatsInput=History-only2026.06 | 1,921.42 | |
| DLinearInput=History-only2026.06 | 2,291.27 | |
| iTransformerInput=History-only2026.06 | 2,309.84 | |
| LoRAInput=History + Text2026.06 | 2,378.36 | |
| TimeLLM2026.06 | 2,467.26 | |
| ChronosInput=History-only2026.06 | 2,714.5 |