MICE
Reported on 8 benchmarks across 2 tasks
Note: results are matched by exact model name. Different papers may use the same name for different model variants.
Time Series4 results
- MAE (10% missing)0.477best: 0.219 (BRITS)
- MAE (10% of data as GT)0.634best: 0.186 (SAITS)
- MAE (PM2.5)27.42best: 10.51 (GRIN)
- MSE (10% missing)0.468best: 0.334 (E^2GAN)
Methodology4 results
- MAE (10% missing)0.477best: 0.219 (BRITS)
- MAE (10% of data as GT)0.634best: 0.186 (SAITS)
- 27.42best: 10.51 (GRIN)
- MSE (10% missing)0.468best: 0.334 (E^2GAN)