ResearchBenchmarksModel Editing on retinamnistModel Editing on retinamnistFollow0.5Delta Accuracy (pp)X-Edit0.152.51254.8757.2375May 24, 2026Evaluation resultsMethodMethodLinksDelta Accuracy (pp)Fix RatioDrop/Fix Error (DPE)Edit Time (Sec/Sample)X-Edit2026.050.510010.91ReTrainrequire access to orig...require access to original pre-training data=true2026.051.510000.63FineTune2026.053.510090.24FineTune+L22026.053.510090.45EWC2026.054100110.51LWE2026.059.2571.05343.62