Machine Unlearning on MIMIC-CXR (6% forget set) benchmark leaderboard · SOTA2 Research

Machine Unlearning on MIMIC-CXR (6% forget set)

100MIAOriginal

Evaluation Results

Method	Links
Original2025.06		100	99.9	97.2	67.7	38.8
NegGrad+2025.06		100	100	98.7	67.7	38.8
SCRUB2025.06		100	100	98.7	67.9	39.4
CF-k2025.06		100	100	97.7	67.6	41
EU-k2025.06		100	61.2	32.8	63.1	33.9
Forget-MI2025.06		100	51.1	11	52.1	9
MultiDelete2025.06		84.6	87.8	60.4	63.6	28.9
Forget-MI2025.06		84.6	80.2	42.8	63.7	27.7
Retrain2025.06		76.9	67.5	39.5	70.2	42.7
Forget-MI2025.06		61.5	65.4	32.8	59.9	27
Forget-MI2025.06		61.5	68.7	35.7	61	27.5
Forget-MI2025.06		61.5	67.2	33.9	59.4	26.7