ResearchBenchmarksModel Editing on dermamnistModel Editing on dermamnistFollow0.3Δ Accuracy (pp)ReTrain-0.82326.758414.3421.9216May 24, 2026Evaluation resultsMethodMethodLinksΔ Accuracy (pp)Fix RatioDPE (Drop/Fix Error)Edit Time (s/Sample)ReTrainrequire access to orig...require access to original pre-training data=true2026.050.310001.47X-Edit2026.05198.9211.31EWC2026.053.8410040.56FineTune2026.054.0410040.35FineTune+L22026.054.0410040.52LWE2026.0528.3882.8372.74