Time-series Forecasting on Nasdaq
0.11RMSESTEP
Evaluation results
| Method | Links | |
|---|---|---|
| STEPtraining_mode=fine-tuned2023.11 | 0.11 | |
| MICNtraining_mode=fine-tuned2023.11 | 0.13 | |
| PatchTSTtraining_mode=fine-tuned2023.11 | 0.15 | |
| LPTMtraining_mode=fine-tuned2023.11 | 0.17 | |
| Autoformertraining_mode=fine-tuned2023.11 | 0.19 | |
| TimesNettraining_mode=fine-tuned2023.11 | 0.19 | |
| LPTM-NoLinProbtraining_mode=fine-tuned2023.11 | 0.19 | |
| LPTM-OnlyLastMasktraining_mode=fine-tuned2023.11 | 0.19 | |
| LLM-Timetraining_mode=fine-tuned2023.11 | 0.21 | |
| LPTM-OnlyRandMasktraining_mode=fine-tuned2023.11 | 0.21 | |
| TimesFMtraining_mode=fine-tuned2023.11 | 0.22 | |
| LPTMzero-shot=true2023.11 | 0.22 | |
| TFTtraining_mode=fine-tuned2023.11 | 0.24 | |
| MOIRAItraining_mode=fine-tuned2023.11 | 0.24 | |
| Lag-LLAMAzero-shot=true2023.11 | 0.24 | |
| ColaGNNtraining_mode=fine-tuned2023.11 | 0.25 | |
| LPTM-NoPreTraintraining_mode=fine-tuned2023.11 | 0.25 | |
| Chronostraining_mode=fine-tuned2023.11 | 0.27 | |
| LPTM-NoSegmenttraining_mode=fine-tuned2023.11 | 0.27 | |
| MOIRAIzero-shot=true2023.11 | 0.27 | |
| Lag-LLAMAtraining_mode=fine-tuned2023.11 | 0.28 | |
| EpiFNPtraining_mode=fine-tuned2023.11 | 0.28 | |
| SimMTMtraining_mode=fine-tuned2023.11 | 0.28 | |
| iTransformertraining_mode=fine-tuned2023.11 | 0.29 | |
| LLM-Timezero-shot=true2023.11 | 0.29 | |
| TimesFMzero-shot=true2023.11 | 0.29 | |
| Chronoszero-shot=true2023.11 | 0.29 | |
| N-HITStraining_mode=fine-tuned2023.11 | 0.57 | |
| TiDEtraining_mode=fine-tuned2023.11 | 0.57 | |
| AutoARIMAtraining_mode=fine-tuned2023.11 | 0.62 | |
| TS-TCCtraining_mode=fine-tuned2023.11 | 0.76 | |
| Informertraining_mode=fine-tuned2023.11 | 0.83 | |
| TS2Veczero-shot=true2023.11 | 0.87 | |
| TS-TCCzero-shot=true2023.11 | 0.92 | |
| SimMTMzero-shot=true2023.11 | 0.92 | |
| TS2Vectraining_mode=fine-tuned2023.11 | 0.94 |