Knowledge Editing on UnKEBench benchmark leaderboard · SOTA2 Research

Knowledge Editing on UnKEBench

52.17PrecisionCOIN

Evaluation Results

Method	Links
COIN2026.02		52.17	74.83	56.63	72.32
FT2026.02		50.66	72.2	54.55	70.68
COIN2026.02		46.98	76.21	53.72	69.12
AdaLoRA2026.02		40.05	68.44	45.61	63.44
AlphaEdit-D2026.02		39.49	46.88	40.31	61.32
AdaLoRA2026.02		38.19	67.08	43.45	61.59
FT2026.02		37.41	75.7	44.14	61.55
LoRA2026.02		34.73	67.55	40.77	58.21
AlphaEdit-D2026.02		34.66	38.12	33.59	57.7
LoRA2026.02		33.12	70.25	38.67	56.53
BASE2026.02		23.36	24.64	21.73	46.53
UnKE2026.02		19.71	26.93	20.48	43.47
BASE2026.02		18.21	24.61	19.28	43.74
UnKE2026.02		18.21	27.37	19.9	42.66
AnyEdit2026.02		18.14	28.77	20.1	42.33
AnyEdit2026.02		15.86	30.13	18.46	37.46