Time-series Forecasting on FundAR 9 day horizon
0.903MAELoFT-LLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LoFT-LLMLLM=true2025.12 | 0.903 | 2.525 | 0.685 | |
| FreDFLLM=false2025.12 | 1.128 | 2.689 | 0.662 | |
| GPT4TSLLM=true2025.12 | 1.157 | 2.663 | 0.627 | |
| FreTSLLM=false2025.12 | 1.191 | 2.705 | 1.096 | |
| TimeKANLLM=false2025.12 | 1.219 | 2.793 | 0.633 | |
| PatchTSTLLM=false2025.12 | 1.243 | 2.791 | 0.684 | |
| TimeLLMLLM=true2025.12 | 1.267 | 2.762 | 0.689 | |
| TimeXerLLM=false2025.12 | 1.285 | 2.795 | 0.775 | |
| iTransformerLLM=false2025.12 | 1.304 | 2.874 | 0.779 | |
| TimesNetLLM=false2025.12 | 1.601 | 3.174 | 0.735 | |
| DLinearLLM=false2025.12 | 1.914 | 3.586 | 1.352 | |
| FITSLLM=false2025.12 | 2.276 | 4.343 | 0.913 | |
| TransformerLLM=false2025.12 | 2.28 | 4.117 | 2.104 |