LLM Parameter Editing on MCF (test) benchmark leaderboard · SOTA2 Research

LLM Parameter Editing on MCF (test)

99.9Efficacy SuccessFE

Evaluation Results

Method	Links
FE2026.05		99.9	99.4	95.4	65.7	0.42	78.4	73.6	72.8
MEMIT2026.05		99.8	99.2	91.8	61.9	0.44	75	71.2	70.8
BLUE2026.05		99.8	99.1	94.9	69.2	0.38	78	72.9	72.4
PRUNE2026.05		99.8	99.3	91.8	61.8	0.43	75.1	71.2	70.9
RECT2026.05		99.8	99.2	91.5	61.2	0.43	75.1	71.3	71
Alphaedit2026.05		99.8	98.6	93.2	61.5	0.58	72.5	66	65.1
OneLayer2026.05		96.6	85.4	79.1	41	0.42	73.4	69.1	68.7
WISE2026.05		27.3	6.8	50.9	15.2	4.47	45.8	48	49.5