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Online Multimodal Model Editing on E-IC

100Relative Metric Score

FT-M

Updated 13d ago

Evaluation Results

Method	Links
FT-M 2026.05		100	100	76.92	100	24.79	80.34
MEND 2026.05		100	100	100	84.21	100	96.84
IKE 2026.05		100	100	100	63.16	10	74.63
M-ORE 2026.05		100	100	93.75	100	100	98.75
FT-L 2026.05		100	100	89.8	91.67	28.01	81.89
FT-M 2026.05		100	100	76.47	100	26.11	80.52
M-ORE 2026.05		100	100	94.12	100	100	98.82
SERAC 2026.05		97.38	95.52	86.11	100	63.82	88.57
MEND 2026.05		96.81	97.65	96.44	94.74	100	97.13
FT-L 2026.05		96.77	95.02	90.72	90.05	68.27	88.16
M-ORE 2026.05		94.64	93.27	78.66	97.39	89.71	90.73
IKE 2026.05		94.12	94.12	94.12	62.5	12.5	71.47
SERAC 2026.05		88.61	90.17	81.45	98.24	50.83	81.86
FT-L 2026.05		86	82.11	78.15	77.13	11.33	66.94
FT-M 2026.05		84.57	80.05	62.88	100	8.32	67.16
M-ORE 2026.05		83.14	78.17	60.08	95.51	95.58	82.49
LiveEdit 2026.05		82.33	82.33	80.67	100	100	89.07
IKE 2026.05		81.18	71.13	84.3	79.9	11.93	65.69
LiveEdit 2026.05		80.67	80.67	77.79	100	98.09	87.44
FT-L 2026.05		79.45	71.69	57.82	92.23	55.18	71.27
IKE 2026.05		78.78	77.37	78.07	53.86	12.88	60.19
LiveEdit 2026.05		78.49	78.77	65.5	98.77	96.76	83.66
LiveEdit 2026.05		74.63	74.33	61.95	96.77	95.34	80.6
SERAC 2026.05		74.02	63.79	56.93	77.52	42.94	63.04
SERAC 2026.05		73.38	71	59.72	72.88	25.85	60.57
FT-M 2026.05		67.18	62.17	51.63	100	9.81	58.16
AlphaEdit 2026.05		51.98	48.21	47.23	92.59	56.9	59.38
AlphaEdit 2026.05		47.06	47.06	52.94	100	100	69.41
AlphaEdit 2026.05		30.77	30.77	30.77	89.47	100	56.35
AlphaEdit 2026.05		27.94	28.57	26.69	90.52	78.83	50.51
MEND 2026.05		0.11	0.08	0.04	25.52	31.33	11.42
MEND 2026.05		0	0	0	46.96	54.05	20.2