Conditional Generation on ETTh1
15.2WAPEPaCoDi SDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PaCoDi SDEHorizon Length (L)=242026.02 | 15.2 | 0.005 | |
| PaCoDi SDEHorizon Length (L)=962026.02 | 15.4 | 0.005 | |
| PaCoDi DDPMHorizon Length (L)=962026.02 | 15.5 | 0.006 | |
| PaCoDi SDEHorizon Length (L)=Avg2026.02 | 15.6 | 0.005 | |
| PaCoDi DDPMHorizon Length (L)=Avg2026.02 | 16.1 | 0.006 | |
| PaCoDi SDEHorizon Length (L)=482026.02 | 16.3 | 0.005 | |
| PaCoDi DDPMHorizon Length (L)=242026.02 | 16.3 | 0.006 | |
| PaCoDi DDPMHorizon Length (L)=482026.02 | 16.6 | 0.006 | |
| T2SHorizon Length (L)=Avg2026.02 | 21.5 | 0.011 | |
| GPT-4o-miniHorizon Length (L)=Avg2026.02 | 39.3 | 0.08 | |
| TimeVAEHorizon Length (L)=Avg2026.02 | 65.2 | 0.055 | |
| Diffusion-TSHorizon Length (L)=Avg2026.02 | 83.3 | 0.075 | |
| Llama3.1-8bHorizon Length (L)=Avg2026.02 | 91.8 | 1.224 |