Unstructured Knowledge Editing on AKEW-QA benchmark leaderboard · SOTA2 Research

Unstructured Knowledge Editing on AKEW-QA

41.78ROUGE-L PrecisionCOIN

Evaluation Results

Method	Links
COIN2026.02		41.78	66.86	46.97	59.63
COIN2026.02		40.53	73.1	47.51	62.69
LoRA2026.02		38.78	60.69	43.25	59.85
FT2026.02		38.44	60.92	42.76	57.1
AdaLoRA2026.02		37.99	61.92	42.93	60.05
AlphaEdit-D2026.02		36.94	54.24	40.06	55.01
FT2026.02		36.46	70.64	43.43	61.22
LoRA2026.02		36.12	59.06	40.96	57.34
AdaLoRA2026.02		35.53	60.76	40.9	57.33
BASE2026.02		35.44	42.47	36.67	50.61
AlphaEdit-D2026.02		35.16	55.25	39.06	58.15
UnKE2026.02		33.67	42.81	35.47	52.52
AnyEdit2026.02		33.6	42.28	35.33	50.27
AnyEdit2026.02		32.59	41.89	34.57	51.55
UnKE2026.02		32.32	42.23	34.4	50.59
BASE2026.02		32.09	41.46	34.15	51.21