Counterfactual Prediction on Synthetic Dynamic Simulation Data
0.0029ATE ErrorDICE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DICEdt=42025.10 | 0.0029 | 0.2968 | 0.1003 | |
| DICEdt=22025.10 | 0.0187 | 0.2288 | 0.0293 | |
| DICEdt=102025.10 | 0.0236 | 0.2215 | 0.0823 | |
| TARNetdt=22025.10 | 0.055 | 0.4801 | 0.1161 | |
| DICEdt=62025.10 | 0.0702 | 0.3538 | 0.118 | |
| DICEdt=82025.10 | 0.0951 | 0.3306 | 0.1548 | |
| TARNetdt=82025.10 | 0.1722 | 0.5056 | 0.303 | |
| CFR–HSICdt=42025.10 | 0.1811 | 10.5588 | 0.2081 | |
| DragonNet–GPSdt=42025.10 | 0.2237 | 10.5683 | 0.2384 | |
| CFR–HSICdt=22025.10 | 0.2363 | 1.8095 | 0.2364 | |
| DragonNet–GPSdt=22025.10 | 0.2381 | 1.8041 | 0.2383 | |
| GRLdt=22025.10 | 0.2385 | 1.8116 | 0.2386 | |
| TARNetdt=42025.10 | 0.2469 | 0.6326 | 0.2624 | |
| TARNetdt=62025.10 | 0.2496 | 0.8753 | 0.3561 | |
| GRLdt=42025.10 | 0.4012 | 10.4921 | 0.432 | |
| CFR–HSICdt=102025.10 | 0.7033 | 2.4929 | 0.7035 | |
| DragonNet–GPSdt=102025.10 | 0.7269 | 2.4953 | 0.7271 | |
| GRLdt=102025.10 | 0.7451 | 2.492 | 0.7453 | |
| GRLdt=62025.10 | 1.1048 | 7.5832 | 1.1162 | |
| CFR–HSICdt=62025.10 | 1.1234 | 7.5341 | 1.1264 | |
| DragonNet–GPSdt=62025.10 | 1.1421 | 7.5353 | 1.1476 | |
| TARNetdt=102025.10 | 1.6088 | 1.0363 | 1.6686 | |
| GRLdt=82025.10 | 2.0916 | 6.3553 | 2.0928 | |
| CFR–HSICdt=82025.10 | 2.1101 | 6.4323 | 2.1105 | |
| DragonNet–GPSdt=82025.10 | 2.2098 | 6.4346 | 2.2105 |