Time-series Forecasting on Flu-Japan
694RMSEColaGNN
Evaluation Results
| Method | Links | |
|---|---|---|
| ColaGNNtraining_mode=fine-tuned2023.11 | 694 | |
| LPTMtraining_mode=fine-tuned2023.11 | 704 | |
| LPTM-NoSegmenttraining_mode=fine-tuned2023.11 | 766 | |
| LPTM-OnlyLastMasktraining_mode=fine-tuned2023.11 | 773 | |
| LPTM-NoPreTraintraining_mode=fine-tuned2023.11 | 827 | |
| EpiFNPtraining_mode=fine-tuned2023.11 | 872 | |
| LPTM-NoLinProbtraining_mode=fine-tuned2023.11 | 885 | |
| LPTM-OnlyRandMasktraining_mode=fine-tuned2023.11 | 895 | |
| TS2Vectraining_mode=fine-tuned2023.11 | 905.9 | |
| STEPtraining_mode=fine-tuned2023.11 | 983 | |
| LPTMzero-shot=true2023.11 | 996 | |
| PatchTSTtraining_mode=fine-tuned2023.11 | 1,113 | |
| TS-TCCtraining_mode=fine-tuned2023.11 | 1,134.6 | |
| Informertraining_mode=fine-tuned2023.11 | 1,139 | |
| MICNtraining_mode=fine-tuned2023.11 | 1,145 | |
| TiDEtraining_mode=fine-tuned2023.11 | 1,186 | |
| TimesNettraining_mode=fine-tuned2023.11 | 1,194 | |
| N-HITStraining_mode=fine-tuned2023.11 | 1,211 | |
| TimesFMtraining_mode=fine-tuned2023.11 | 1,214 | |
| Autoformertraining_mode=fine-tuned2023.11 | 1,227 | |
| Chronostraining_mode=fine-tuned2023.11 | 1,228 | |
| TS2Veczero-shot=true2023.11 | 1,233.1 | |
| iTransformertraining_mode=fine-tuned2023.11 | 1,256 | |
| TimesFMzero-shot=true2023.11 | 1,259 | |
| Chronoszero-shot=true2023.11 | 1,274 | |
| SimMTMtraining_mode=fine-tuned2023.11 | 1,289 | |
| LLM-Timetraining_mode=fine-tuned2023.11 | 1,319 | |
| MOIRAItraining_mode=fine-tuned2023.11 | 1,336 | |
| AutoARIMAtraining_mode=fine-tuned2023.11 | 1,344 | |
| TS-TCCzero-shot=true2023.11 | 1,356.15 | |
| SimMTMzero-shot=true2023.11 | 1,356.15 | |
| LLM-Timezero-shot=true2023.11 | 1,411 | |
| MOIRAIzero-shot=true2023.11 | 1,411 | |
| Lag-LLAMAtraining_mode=fine-tuned2023.11 | 1,416 | |
| Lag-LLAMAzero-shot=true2023.11 | 1,488 | |
| TFTtraining_mode=fine-tuned2023.11 | 1,876 |