ResearchBenchmarksSingle-Class Unlearning on Office 31 AverageSingle-Class Unlearning on Office 31 AverageFollow74.8Average Accuracy (r)Retrain59.82463.71267.671.488Apr 9, 2026Evaluation resultsMethodMethodLinksAverage Accuracy (r)Average Accuracy (f)Performance ScoreRetrain2026.0474.8075Ours2026.0474.2074Original (SF(DA)²)2026.0474.197.138Unlearned(+)2026.0474.196.838Finetune2026.0473.896.238ZSMU2026.0473.69638PADA2026.0473.397.437SHOT2026.0472.719.862Lipschitz2026.0471.534.357Nabla Tau2026.0470.635.358UNSIR2026.0460.427.851