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ResearchFormerly WizWand

Omnidirectional Image Understanding on ODI-Bench close-ended 1.0

62.62Overall Scoreo3

Evaluation results

Method	Links
o32025.10		62.62	75.82	74.01	75	57.56	77.69	56.2	39.62	46.6	70.2	59.5
InternVL3-78B2025.10		59.43	79.18	77.3	66.5	59.3	80.99	46.01	31.67	40.4	60.82	58.5
InternVL3-38B2025.10		57.91	75.57	76.32	69	54.07	76.86	46.56	32.29	40.4	55.92	56.5
Gemini-2.0-flash2025.10		57.12	73.03	69.41	66.5	52.33	80.16	48.1	32.91	40.2	61.13	54
Qwen2.5-VL-72B2025.10		56.91	77.38	68.75	52	58.14	75.21	46.75	32.08	38.4	60	50
Qwen2.5-VL-32B2025.10		56.7	74.69	67.76	60	57.56	72.73	45.97	35.01	38.2	59.59	54.5
GPT-4o2025.10		55.79	74.43	67.76	65.5	49.42	74.38	43.24	32.49	39.6	57.55	53.5
Qwen-VL-Plus2025.10		53.85	74.51	68.75	43	52.33	67.77	46.13	29.98	34.8	50.61	49
MiniCPM-V 4.02025.10		53.71	71.72	68.42	67	51.74	74.38	42.58	32.29	33	49.39	51
glm-4v-9B2025.10		53.2	70.41	64.14	69	54.65	69.42	44.29	32.91	30.8	43.27	57.5
Qwen2.5-VL-3B2025.10		52.88	70.66	65.13	64	45.93	71.07	46.13	28.6	33	45.71	53.5
InternVL2.5-8B2025.10		52.76	68.52	70.07	60	51.74	66.12	45.23	31.24	33	44.08	58
LLava-Next-34B2025.10		52.24	70.57	62.17	54.5	45.93	45.45	47.42	26.42	38	45.71	57.5
XComposer22025.10		51.84	75.57	76.32	44	54.07	25.62	46.56	32.29	27.2	31.84	46
idefics3-8B2025.10		49.89	68.45	65.32	62.5	50	57.85	36.71	28.79	30.2	49.39	49.5
LLava-Next-7B2025.10		45.91	64.84	54.93	60.5	39.77	45.45	40.42	27.04	21.2	32.24	53.5
LLaVA-v1.5-7B2025.10		45.04	64.02	51.44	58	34.3	42.15	43.86	28.93	19.6	24.08	50
LLaVA-ov-0.5B2025.10		44.25	61.21	61.26	42	44.77	27.27	30.61	29.77	35.4	50.2	32
Intern-s12025.10		42.37	63.93	51.97	42.5	40.94	33.06	20.15	32.08	31	45.31	43
Deepseek-VL-1.3B2025.10		42.02	55.66	50	52.5	39.53	29.75	39.02	28.18	28	23.27	49
Blind GPT-4o2025.10		36.39	58.93	42.43	17	17.44	29.75	21.96	29.14	31.6	29.8	25.5
Random Choice2025.10		26.93	25	25	50	25	25	25	25	25	25	41