Time Series Imputation on Beijing Air Quality 50% point-wise missing distribution (train)
0.144MAECSDI
Evaluation results
| Method | Links | |
|---|---|---|
| CSDItraining=per-dataset training2026.04 | 0.144 | |
| EVILmode=evolved on training datasets2026.04 | 0.152 | |
| FIM-ℓmodel_type=foundation model, pretrained=2M+ ODE solutions2026.04 | 0.166 | |
| BRITStraining=per-dataset training2026.04 | 0.169 | |
| SAITStraining=per-dataset training2026.04 | 0.194 | |
| GP-VAEtraining=per-dataset training2026.04 | 0.258 |