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ResearchFormerly WizWand

Personalized Multimodal Evaluation on Persona-MME 128k configuration

88.06VDRGemini-2.5-Flash

Evaluation results

Method	Links
Gemini-2.5-Flash2026.03		88.06	92.55	88	73.44	67.86	47.89	50	62.5	58.33	72.22	77.19	75	80	80.9	74.9
GPT-52026.03		85.71	98.72	93.85	67.92	74.47	70.97	65.31	76.67	70.97	85.11	81.63	76.19	75.81	92.25	82.95
GPT-4o2026.03		73.68	92.31	86.15	62.96	62.5	54.84	61.22	61.67	50	56.25	75.51	73.33	79.03	78.87	71.9
Qwen3-VL-8B2026.03		63.38	84.21	76.83	68.18	61.4	58.11	67.86	67.53	40.54	82.46	76.19	79.31	88	71.39	70.75
GPT-4o-mini2026.03		54.39	89.74	78.46	64.81	64.58	59.68	61.22	68.33	45.31	54.17	71.43	73.33	75.81	65.14	66.44
Qwen2.5-VL-7B2026.03		52.11	49.47	52.44	57.58	52.63	48.65	57.14	55.84	52.7	50.88	60.32	56.9	64	55	54.62
Claude-3.7-Sonnet2026.03		51.47	91.11	80.26	76.19	60.38	61.43	61.54	61.97	38.24	64.81	66.67	66.67	70.42	80.65	70.4
PersonaVLM2026.03		50.7	83.16	81.71	72.73	59.65	54.05	73.21	58.44	62.16	75.44	74.6	82.76	92	92.22	77.08
OneVision-1.5-8B2026.03		42.86	59.57	59.26	49.23	62.5	46.58	69.09	48.68	41.89	73.21	58.06	64.91	68.92	53.93	55.88
InternVL3-38B2026.03		38.03	89.47	78.05	63.64	68.42	64.86	60.71	72.73	44.59	57.89	71.43	70.69	81.33	63.06	66.01
InternVL3-8B2026.03		29.58	77.89	74.39	62.12	59.65	54.05	46.43	66.23	43.24	61.4	76.19	75.86	77.33	54.17	60.08
Qwen3-30B-A3B2026.03		29.58	85.26	82.93	75.76	70.18	63.51	64.29	63.64	44.59	68.42	77.78	82.76	86.67	81.39	72.65
Random2026.03		25	25	25	25	25	25	25	25	25	25	25	25	25	50	32.11