Counterfactual outcome prediction on MIMIC III semi-synthetic (800/200/200)
0.2RMSE
Causal Transformer
Updated 4d ago
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025.12 | 0.2 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.24 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.25 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.3 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.34 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.37 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.37 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.38 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.4 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.45 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.45 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.47 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.48 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.49 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.49 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.52 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.52 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.53 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.55 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.55 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.56 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.56 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.57 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.58 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.58 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.59 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.59 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.6 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.6 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.65 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.67 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.68 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.7 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.71 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.72 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.74 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.74 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.76 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.78 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.78 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.83 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.84 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.88 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.89 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.94 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.94 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.97 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 1 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 1.03 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 1.1 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 1.14 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 1.16 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 1.21 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 1.25 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 1.29 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 1.95 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 3.44 | - | - | - | - | - | - | - | - | - | - | |
2024.06 | - | 0.25 | 0.37 | 0.4 | 0.45 | 0.49 | 0.52 | 0.55 | 0.56 | 0.58 | 0.6 | |
2024.06 | - | 0.2 | 0.38 | 0.45 | 0.49 | 0.52 | 0.53 | 0.55 | 0.56 | 0.58 | 0.59 | |
2024.06 | - | 0.34 | 0.67 | 0.83 | 0.94 | 1.03 | 1.1 | 1.16 | 1.21 | 1.25 | 1.29 | |
2024.06 | - | 0.3 | 0.48 | 0.59 | 0.65 | 0.68 | 0.71 | 0.72 | 0.74 | 0.76 | 0.78 | |
2024.06 | - | 0.24 | 0.47 | 0.6 | 0.7 | 0.78 | 0.84 | 0.89 | 0.94 | 0.97 | 1 | |
2024.06 | - | 0.37 | 0.57 | 0.74 | 0.88 | 1.14 | 1.95 | 3.44 | - | - | - | |
2025.12 | - | 0.32 | 0.45 | 0.54 | 0.61 | 0.66 | 0.69 | 0.71 | 0.73 | 0.75 | 0.77 | |
2025.12 | - | 0.42 | 0.4 | 0.52 | 0.6 | 0.67 | 0.72 | 0.77 | 0.81 | 0.85 | 0.88 | |
2025.12 | - | 0.54 | 0.72 | 0.85 | 0.96 | 1.05 | 1.14 | 1.24 | 1.33 | 1.41 | 1.49 | |
2025.12 | - | 0.27 | 0.45 | 0.58 | 0.72 | 0.82 | 0.92 | 1 | 1.06 | 1.12 | 1.17 | |
2025.12 | - | 0.4 | 0.7 | 0.8 | 0.88 | 0.94 | 1 | 1.05 | 1.1 | 1.14 | 1.18 |