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Counterfactual Prediction on Synthetic Dynamic Simulation Data

0.0029ATE Error

DICE

Updated 1mo ago

Evaluation Results

Method	Links
DICE 2025.10		0.0029	0.2968	0.1003
DICE 2025.10		0.0187	0.2288	0.0293
DICE 2025.10		0.0236	0.2215	0.0823
TARNet 2025.10		0.055	0.4801	0.1161
DICE 2025.10		0.0702	0.3538	0.118
DICE 2025.10		0.0951	0.3306	0.1548
TARNet 2025.10		0.1722	0.5056	0.303
CFR–HSIC 2025.10		0.1811	10.5588	0.2081
DragonNet–GPS 2025.10		0.2237	10.5683	0.2384
CFR–HSIC 2025.10		0.2363	1.8095	0.2364
DragonNet–GPS 2025.10		0.2381	1.8041	0.2383
GRL 2025.10		0.2385	1.8116	0.2386
TARNet 2025.10		0.2469	0.6326	0.2624
TARNet 2025.10		0.2496	0.8753	0.3561
GRL 2025.10		0.4012	10.4921	0.432
CFR–HSIC 2025.10		0.7033	2.4929	0.7035
DragonNet–GPS 2025.10		0.7269	2.4953	0.7271
GRL 2025.10		0.7451	2.492	0.7453
GRL 2025.10		1.1048	7.5832	1.1162
CFR–HSIC 2025.10		1.1234	7.5341	1.1264
DragonNet–GPS 2025.10		1.1421	7.5353	1.1476
TARNet 2025.10		1.6088	1.0363	1.6686
GRL 2025.10		2.0916	6.3553	2.0928
CFR–HSIC 2025.10		2.1101	6.4323	2.1105
DragonNet–GPS 2025.10		2.2098	6.4346	2.2105