ResearchBenchmarksMachine Unlearning Defense on STL10Follow72.61SSIMBaseline31.176441.933252.6963.4468Jan 28, 2026Evaluation ResultsMethodMethodLinksSSIMLPIPSAccuracyOutDiffBaseline2026.0172.610.014362.6550Soteria2026.0169.010.024162.5790.0009Noise2026.0161.170.06739.1661.7346Outpost2026.0151.560.058161.760.0187DGP2026.0150.920.063761.5750.0226Pruning2026.0150.750.059362.520.0107UnlearnShield2026.0132.770.187362.570.0183