Missing Data Imputation on D1 (test)
81.64Micro AUPRCD2Impute-T
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| D2Impute-Tarchitecture=Set Transformer2026.02 | 81.64 | 65.53 | — | |
| D2Imputefull_name=Denoise2Impute2026.02 | 81.28 | 64.89 | — | |
| CDAE2026.02 | 79.13 | 62.16 | — | |
| MLP2026.02 | 79.1 | 61.91 | — | |
| Prevalence2026.02 | 70.39 | 52.37 | — | |
| MissForest2026.02 | 64.14 | 52.23 | — | |
| D1description=Raw noisy input2026.02 | 62.67 | 51.86 | — | |
| CDAE2026.02 | — | — | 62.17 | |
| D12026.02 | — | — | 51.86 | |
| DAE2026.02 | — | — | 62.05 | |
| Denoise2Impute2026.02 | — | — | 64.9 | |
| Denoise2Impute-T2026.02 | — | — | 65.53 | |
| MLP2026.02 | — | — | 61.91 | |
| Prevalence2026.02 | — | — | 52.37 |