Concept Erasure and Preservation on 50 Target Celebrities and 100 Remaining Celebrities benchmark leaderboard · SOTA2 Research

Concept Erasure and Preservation on 50 Target Celebrities and 100 Remaining Celebrities

91.35Accuracy (Target)SD v1.4

Evaluation Results

Method	Links
SD v1.42026.04		91.35	90.86	—	—
SAFREE2026.04		86.72	90.24	0.01	0.232
FMN2026.04		59.98	56	0.3	0.467
ESD-u2026.04		21.2	28.16	8.99	0.415
ESD-x2026.04		7.3	10.39	2.66	0.187
SPEED2026.04		3.75	73.82	0.67	0.836
MACE2026.04		3.29	84.64	0.23	0.903
CPE2026.04		0.37	88.26	0.08	0.936
ETC2026.04		0.24	89.37	0.14	0.943
UCE2026.04		0.09	1.43	24.76	0.028