Online Editing on VLKEB Sliding Continual Editing benchmark leaderboard · SOTA2 Research

Online Editing on VLKEB Sliding Continual Editing

100Relational ScoreFT-M

Evaluation Results

Method	Links
FT-M2026.07		100	98.98	98.75	100	19.87	55.48	78.85
ScopeEdit2026.07		100	93.37	99.1	87.06	53.05	60.42	82.17
FT-L2026.07		99.95	99.23	100	72.2	20.18	17.5	68.18
FT-L2026.07		99.85	99.3	99.8	86.96	30.35	30.7	74.49
FT-M2026.07		99.53	96.89	99.27	100	5.87	27.9	71.58
M-ORE2026.07		98.7	91.41	91.26	81.87	12.23	36.01	68.58
SERAC2026.07		98.56	97.46	98.56	99.96	1.94	41.46	72.99
SERAC2026.07		98.56	70.32	98.56	99.96	1.91	41.08	68.4
ScopeEdit2026.07		98.35	96.95	93.02	82.91	13.48	34.38	69.85
M-ORE2026.07		94.57	87.44	91.31	87.41	57.33	60.79	79.81
ScopeEdit2026.07		94.47	87.26	91.4	84.17	51.24	60.69	78.2
M-ORE2026.07		93.31	87.21	90.47	84.36	51.53	60.62	77.92
SERAC2026.07		90.54	35.43	90.54	100	2.46	13.3	55.38
SERAC2026.07		90.42	89.23	90.5	100	2.47	12.62	64.21
ScopeEdit2026.07		80.64	72.64	73.09	81.47	10.52	36.65	59.17
M-ORE2026.07		73.03	74.83	70.33	81.44	9.15	35.24	57.34
FT-L2026.07		72.27	65.9	68.28	56.97	11.8	28.85	50.68
FT-M2026.07		69.58	67.28	66.68	100	2.53	45.93	58.67
FT-L2026.07		47.18	46.61	46.34	18.49	1.17	10.04	28.31
FT-M2026.07		30.8	29.69	30.67	100	1.23	23.59	36