Our new X account is live! Follow @wizwand_team for updates

Knowledge Editing on E-VQA MMEdit 1.0 (test)

100Reliability

FT

Updated 4d ago

Evaluation Results

Method	Links
FT 2026.01		100	100	93.94	64.79
WISE 2026.01		100	83.33	40.94	16.89
WISE+ODEdit 2026.01		100	83.33	41.24	13.83
FT 2026.01		100	100	97.5	40.85
WISE 2026.01		100	100	90.1	52.15
WISE+ODEdit 2026.01		100	97.5	92.39	62.14
IKE 2026.01		99.95	99.9	50.02	3.31
IKE 2026.01		99.71	99.62	47.74	2.53
MEND 2026.01		97.8	97.2	99.68	94.23
SERAC 2026.01		97.6	97.3	100	3.21
MEND+ODEdit 2026.01		97.6	97.2	99.52	91.75
MEND+ODEdit 2026.01		97	97	99.52	88.61
UniKE+ODEdit 2026.01		96.58	89.34	96.17	93.27
MEND 2026.01		96.2	96	99.42	88.25
UniKE 2026.01		94.32	87.18	95.98	93.15
SERAC 2026.01		91.7	98.6	99.99	3.72
UniKE+ODEdit 2026.01		85.14	83.23	79.35	86.56
UniKE 2026.01		84.32	81.29	78.45	85.81
T-Patcher+ODEdit 2026.01		81.85	80.47	86.25	85.37
T-Patcher 2026.01		80.35	77.82	87.14	85.28
T-Patcher+ODEdit 2026.01		72.38	72.11	65.29	82.93
T-Patcher 2026.01		70.56	68.79	64.45	81.77
Pre-edited 2026.01		25.85	26.37	99.38	92.83
Pre-edited 2026.01		19.21	24.08	99.44	91.56