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ResearchFormerly WizWand

Machine Unlearning on CIFAR-10 Class (airplane)

0KL Divergence (t)p_theta_r
-0.060.3450.751.155May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
p_theta_rArchitecture (backbone)=dinov2-mlp1, Unlearning scenario=CLASS, Target class=airplane, Number of seeds=52026.050—087.30100
LDA-MixArchitecture (backbone)=dinov2-mlp1, Unlearning scenario=CLASS, Target class=airplane, Number of seeds=52026.050.070.070.5287.20.15.2
LDA-2CArchitecture (backbone)=dinov2-mlp1, Unlearning scenario=CLASS, Target class=airplane, Number of seeds=52026.050.070.070.5887.204.7
DIRArchitecture (backbone)=dinov2-mlp1, Unlearning scenario=CLASS, Target class=airplane, Number of seeds=52026.050.070.070.5887.204.8
DIR-2CArchitecture (backbone)=dinov2-mlp1, Unlearning scenario=CLASS, Target class=airplane, Number of seeds=52026.050.070.070.5887.104.7
LDAArchitecture (backbone)=dinov2-mlp1, Unlearning scenario=CLASS, Target class=airplane, Number of seeds=52026.050.130.141.287.204.6
RL+FTArchitecture (backbone)=dinov2-mlp1, Unlearning scenario=CLASS, Target class=airplane, Number of seeds=52026.050.180.21.58704.7
SalUnArchitecture (backbone)=dinov2-mlp1, Unlearning scenario=CLASS, Target class=airplane, Number of seeds=52026.050.210.211.586.304.4
SCRUBArchitecture (backbone)=dinov2-mlp1, Unlearning scenario=CLASS, Target class=airplane, Number of seeds=52026.050.231.62.187.44.86.4
FTArchitecture (backbone)=dinov2-mlp1, Unlearning scenario=CLASS, Target class=airplane, Number of seeds=52026.050.570.575.794.574.817
GA+FTArchitecture (backbone)=dinov2-mlp1, Unlearning scenario=CLASS, Target class=airplane, Number of seeds=52026.050.680.68787.2018
GAArchitecture (backbone)=dinov2-mlp1, Unlearning scenario=CLASS, Target class=airplane, Number of seeds=52026.051.48768.279.102.1
p_thetaArchitecture (backbone)=dinov2-mlp1, Unlearning scenario=CLASS, Target class=airplane, Number of seeds=52026.051.5—1696.9100—