| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PTB | RFAMoE | PRD4.16 | 162 | 4d ago | |
| PhysioNet Natural (80%) + Additional Missing 2012 | T1 | MSE0.049 | 45 | 4d ago | |
| Sleep EDF Drop 6 Channel | PRD98.04 | 24 | 4d ago | ||
| Sleep EDF Drop 3 Channel | PRD96.75 | 24 | 4d ago | ||
| Sleep EDF Drop 1 Channel | PRD96.88 | 24 | 4d ago | ||
| PhysioNet Challenge 2012 (test) | SAITS | MAE0.186 | 21 | 4d ago | |
| OpenML MCAR, Missing Probability 0.4 (test) | MAD0 | 13 | 4d ago | ||
| IMPUT | ChatAD* | FS88.58 | 13 | 4d ago | |
| Electricity | T1 | MSE0.043 | 12 | 4d ago | |
| Illness | T1 | MSE0.038 | 12 | 4d ago | |
| Exchange | T1 | MSE0.002 | 12 | 4d ago | |
| FHN (FitzHugh Nagumo) missing-data regime (test) | GP-DNF | MSE0.04 | 11 | 4d ago | |
| Human Activity (test) | BRITS | MAE0.219 | 11 | 4d ago | |
| Air Quality (test) | BRITS | MAE11.56 | 11 | 4d ago | |
| AQI36 Natural Missing Only (15-30%) | T1 | MSE0.226 | 9 | 4d ago | |
| PhysioNet | MSE0.72 | 8 | 4d ago | ||
| HAR | CSDI | MSE0.29 | 8 | 4d ago | |
| AirQuality | CSDI | MSE0.21 | 8 | 4d ago | |
| CMAPSS | CSDI | MSE0.14 | 8 | 4d ago | |
| PEMS04 | CSDI | MSE0.24 | 8 | 4d ago | |
| Gait | CSDI | MSE0.07 | 8 | 4d ago | |
| GasSensor | MSE0.02 | 8 | 4d ago | ||
| PM2.5 | MSE0.42 | 8 | 4d ago | ||
| PEMS08 | MSE0.38 | 8 | 4d ago | ||
| CNNpred | DRIO | MSE0.74 | 8 | 4d ago |
