List your company

ResearchFormerly WizWand

Knowledge Editing on MMEdit E-IC 1.0 (test)

100ReliabilityFT

Evaluation results

Method	Links
FT2026.01		100	0	78.79	29.58
WISE2026.01		100	85.93	33.61	11.89
WISE+ODEdit2026.01		100	87.33	39.37	14.77
FT2026.01		100	0	95	39.83
WISE2026.01		100	91.58	92.81	70.68
WISE+ODEdit2026.01		100	90.04	94.54	73.17
SERAC2026.01		99.71	99.71	100	2.64
IKE2026.01		94.4	88	50.43	2.87
IKE2026.01		90.3	90	51.49	4.27
SERAC2026.01		83.6	93.1	99.99	4.65
MEND+ODEdit2026.01		79.4	64.4	99.01	86.14
MEND+ODEdit2026.01		78.6	74.2	99.36	86.77
MEND2026.01		77.9	62.8	98.14	78.86
MEND2026.01		77.8	74.6	99.28	87.85
UniKE+ODEdit2026.01		74.52	75.49	76.65	83.28
UniKE2026.01		74.01	73.84	76.09	82.36
T-Patcher+ODEdit2026.01		73.44	74.28	71.18	81.67
UniKE+ODEdit2026.01		73.06	71.58	69.46	85.12
T-Patcher2026.01		72.78	72.75	71.59	80.49
UniKE2026.01		72.18	70.41	68.53	84.59
T-Patcher+ODEdit2026.01		71.42	70.98	65.03	82.75
T-Patcher2026.01		69.54	68.95	63.59	81.34
Pre-edited2026.01		0	0	99.79	94.93
Pre-edited2026.01		0	0	99.79	94.93