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Knowledge Editing on MMEdit E-IC 1.0 (test)

100Reliability

FT

Updated 4d ago

Evaluation Results

Method	Links
FT 2026.01		100	0	78.79	29.58
WISE 2026.01		100	85.93	33.61	11.89
WISE+ODEdit 2026.01		100	87.33	39.37	14.77
FT 2026.01		100	0	95	39.83
WISE 2026.01		100	91.58	92.81	70.68
WISE+ODEdit 2026.01		100	90.04	94.54	73.17
SERAC 2026.01		99.71	99.71	100	2.64
IKE 2026.01		94.4	88	50.43	2.87
IKE 2026.01		90.3	90	51.49	4.27
SERAC 2026.01		83.6	93.1	99.99	4.65
MEND+ODEdit 2026.01		79.4	64.4	99.01	86.14
MEND+ODEdit 2026.01		78.6	74.2	99.36	86.77
MEND 2026.01		77.9	62.8	98.14	78.86
MEND 2026.01		77.8	74.6	99.28	87.85
UniKE+ODEdit 2026.01		74.52	75.49	76.65	83.28
UniKE 2026.01		74.01	73.84	76.09	82.36
T-Patcher+ODEdit 2026.01		73.44	74.28	71.18	81.67
UniKE+ODEdit 2026.01		73.06	71.58	69.46	85.12
T-Patcher 2026.01		72.78	72.75	71.59	80.49
UniKE 2026.01		72.18	70.41	68.53	84.59
T-Patcher+ODEdit 2026.01		71.42	70.98	65.03	82.75
T-Patcher 2026.01		69.54	68.95	63.59	81.34
Pre-edited 2026.01		0	0	99.79	94.93
Pre-edited 2026.01		0	0	99.79	94.93