Time Series Forecasting on EPF (MSE, MAE)
0.168MSEL-Drive
Evaluation results
| Method | Links | ||
|---|---|---|---|
| L-DrivePublication Year=Ours2026.05 | 0.168 | 0.207 | |
| CrossLinearPublication Year=20252026.05 | 0.172 | 0.21 | |
| TimeXerPublication Year=20242026.05 | 0.175 | 0.216 | |
| PatchTSTPublication Year=20232026.05 | 0.183 | 0.229 | |
| TimesNetPublication Year=20232026.05 | 0.184 | 0.225 | |
| iTransformerPublication Year=20242026.05 | 0.189 | 0.227 | |
| FilterTSPublication Year=20252026.05 | 0.19 | 0.233 | |
| PatchMLPPublication Year=20252026.05 | 0.191 | 0.232 | |
| TimeBridgePublication Year=20252026.05 | 0.209 | 0.245 | |
| DLinearPublication Year=20232026.05 | 0.218 | 0.275 |