Time Series Imputation on Italy Air Quality 50% point-wise missing (train)
0.204MAEEVIL
Evaluation results
| Method | Links | |
|---|---|---|
| EVILmode=evolved on training datasets2026.04 | 0.204 | |
| FIM-ℓmodel_type=foundation model, pretrained=2M+ ODE solutions2026.04 | 0.215 | |
| SAITStraining=per-dataset training2026.04 | 0.285 | |
| BRITStraining=per-dataset training2026.04 | 0.321 | |
| GP-VAEtraining=per-dataset training2026.04 | 0.453 | |
| CSDItraining=per-dataset training2026.04 | 0.958 |