| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MIMIC | ASTGI | MSE0.3909 | 34 | 1mo ago | |
| Physionet 12 (test) | GraFITi | MSE0.286 | 28 | 1mo ago | |
| USHCN (test) | GraFITi | MSE0.272 | 26 | 1mo ago | |
| MIMIC-IV (test) | GraFITi | MSE0.225 | 25 | 1mo ago | |
| USHCN | MSE5.03 | 21 | 1mo ago | ||
| Human Activity | MM-ISTS | MSE2.47 | 21 | 1mo ago | |
| PhysioNet | MM-ISTS | MSE4.98 | 21 | 1mo ago | |
| MIMIC-III 75%-3 task (test) | GraFITi | MSE0.396 | 9 | 1mo ago | |
| Physionet 75%-3 task 12 (test) | GraFITi | MSE0.286 | 9 | 1mo ago | |
| USHCN 75%-3 task (test) | FLD-Q | MSE0.258 | 9 | 1mo ago | |
| MIMIC-III 50%-50% task (test) | FLD-L | Inference Time (s)0.394 | 9 | 1mo ago | |
| Physionet-12 50%-50% task (test) | FLD-L | Inference Time (s)0.237 | 9 | 1mo ago | |
| USHCN 50%-50% task (test) | FLD-L | Inference Time (s)0.018 | 9 | 1mo ago | |
| MIMIC-IV 50%-50% task (test) | FLD-L | Inference Time (s)2.141 | 8 | 1mo ago | |
| MIMIC-IV 75%-3 task (test) | GraFITi | MSE0.225 | 7 | 1mo ago |
