ResearchBenchmarksModel Editing on LiFS subtask2Model Editing on LiFS subtask2Follow56.74Delta Accuracy (pp)FineTune-2.269613.050228.3743.6898May 24, 2026Evaluation resultsMethodMethodLinksDelta Accuracy (pp)Fix RatioDPE (Drop/Fix)Edit Time (Sec/Sample)FineTune2026.0556.741007.090.56FineTune+L22026.0556.741007.090.73EWC2026.0556.0310070.86X-Edit2026.054.251000.530.18ReTrainrequire access to orig...require access to original pre-training data=true2026.051.42500.361.92LWE2026.05012.501.19