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ResearchFormerly WizWand

Multi-image Grounding on MIG-Bench (test)

76.89Static ScoreGeM-VG

Evaluation results

Method	Links
GeM-VG2026.01		76.89	56.38	91.53	86.55	68.75	85.7	84.85	86.8	68.04	41.03	74.65
UniVG-R12026.01		71.97	58.51	93.13	76.36	66.32	81.71	82.83	88.04	62.89	44.44	72.64
Migician2026.01		70.64	45.74	72.76	67.82	60.07	72.57	75.76	84.12	52.58	33.33	63.54
Qwen2.5-VL-7B2025.07		53.22	44.68	82.11	26.59	35.07	39.32	79.8	59.72	53.47	23.93	49.79
Ours2025.07		51.52	43.62	82.48	63.41	38.54	51.45	82.83	69.54	67.33	37.61	58.83
Qwen2-VL-72B2026.01		51.13	43.61	73.74	24.54	32.63	19.86	37.37	67.83	50.51	17.94	41.91
Qwen2.5-VL-7B2025.07		47.35	45.74	76.59	46.14	34.03	28.93	80.81	63.93	66.34	34.19	52.41
Qwen2.5-VL-72B2025.07		43.75	46.81	69.98	34.32	29.17	8.31	62.63	59.92	66.34	41.03	46.23
Qwen2-VL-7B2026.01		29.92	36.17	43.07	14.55	9.38	15.54	29.29	63.51	44.33	14.3	33.03
Qwen2.5-VL-7B2025.07		28.03	5.32	21.81	15.23	5.56	4.07	13.13	32.26	3.96	2.56	13.19
InternVL3-8B2025.07		23.67	14.89	47.99	14.84	6.94	12.13	7.07	34.87	16.83	2.56	18.18
mPLUG-Owl32026.01		18.56	6.38	34.93	8.55	7.64	2.41	7.07	22.85	9.09	5.98	12.35
mPLUG-Owl32025.07		18.56	6.38	34.93	8.55	7.64	2.41	7.07	22.85	9.09	5.98	12.35
Minicpm2.62026.01		14.58	2.13	14.34	9.82	2.65	1.75	11.11	20.62	2.97	2.56	7.55
Minicpm2.62025.07		14.58	2.13	14.34	9.82	6.25	1.75	11.11	10.02	2.97	2.56	7.55
LLaVA-OV-72B2025.07		13.26	5.34	26.84	12.91	7.64	2.14	17.83	21.6	11.88	8.55	13.65
InternVL3-78B2025.07		10.04	9.57	24.12	27.08	14.58	10.44	50.51	38.08	45.54	17.09	24.71
InternVL2-8B2026.01		8.52	19.15	38.4	19.82	10.07	5.24	34.34	39.79	26.8	7.69	20.98
LLaVA-OV-7B2026.01		6.06	3.19	3.43	0.18	1.04	1.08	9.09	15.43	6.93	0.85	4.73
LLaVA-OV-7B2025.07		6.06	3.19	3.43	0.18	1.04	1.08	9.09	15.43	6.93	0.85	4.73
Mantis2026.01		1.52	0	3.31	12.18	2.08	1	1.01	10.02	0	0.85	3.2