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ResearchFormerly WizWand

Counterfactual Effectiveness on MIMIC Chest X-ray 192x192 (test)

0.03|ΔAUC| (Sex)Ribeiro et al.
-0.2661.7323.735.728Oct 9, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Ribeiro et al.Fine-tuning Protocol=w/o CF fine-tuning, Intervention=do(D = d)2025.100.0320.140.5622.01
Xia et al.Fine-tuning Protocol=Soft CF fine-tuning, Intervention=do(D = d)2025.100.031.54—3.69
OT-FLOWFine-tuning Protocol=None (zero-shot), Intervention=do(D = d)2025.100.0670.6270.4352.28
Xia et al.Fine-tuning Protocol=Soft CF fine-tuning, Intervention=do(S = s)2025.100.072.04—0.09
Ribeiro et al.Fine-tuning Protocol=w/o CF fine-tuning, Intervention=do(R = r)2025.100.1336.940.2297.81
Ribeiro et al.Fine-tuning Protocol=w/o CF fine-tuning, Intervention=do(A = a)2025.100.1320.443.8726.11
Xia et al.Fine-tuning Protocol=Soft CF fine-tuning, Intervention=do(R = r)2025.100.133.36—0.11
OT-FLOWFine-tuning Protocol=None (zero-shot), Intervention=do(rand)2025.100.150.730.510.64
OT-FLOWFine-tuning Protocol=None (zero-shot), Intervention=do(S = s)2025.100.1730.5830.3330.023
OT-FLOWFine-tuning Protocol=None (zero-shot), Intervention=do(R = r)2025.100.180.050.3940.31
OT-FLOWFine-tuning Protocol=None (zero-shot), Intervention=do(A = a)2025.100.1871.1970.8360.347
Ribeiro et al.Fine-tuning Protocol=w/o CF fine-tuning, Intervention=do(rand)2025.101.3324.141.1667.01
Ribeiro et al.Fine-tuning Protocol=w/o CF fine-tuning, Intervention=do(S = s)2025.107.4320.840.4861.31