| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MIMIC III semi-synthetic (800/200/200) | Causal Transformer | RMSE0.2 | 57 | 5mo ago | |
| MIMIC-III semi-synthetic (N=3000) (test) | IGC-Net | RMSE0.24 | 35 | 5mo ago | |
| MIMIC-III semi-synthetic (N=2000) (test) | IGC-Net | RMSE0.27 | 35 | 5mo ago | |
| MIMIC-III semi-synthetic (N=1000) (test) | IGC-Net | RMSE0.3 | 35 | 5mo ago | |
| MIMIC-III semi-synthetic (counterfactual random trajectories) (test) | Score (τ=1)40.8 | 6 | 4mo ago | ||
| MIMIC-III (test) | CAETC-TCN | RMSE (tau=1)6.69 | 6 | 4mo ago | |
| SEMs n=1024 fit samples (out-of-distribution) | TabPFN-CFM W/Graph | MSE0.572 | 2 | 1mo ago | |
| in-distribution SEMs (n=1024 fit samples) | TabPFN-CFM | MSE0.215 | 2 | 1mo ago |
