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Visual Question Answering on VRSBench VQA 1.0 (test)

65.84Category Accuracy

Ours

Updated 3d ago

Evaluation Results

Method	Links
Ours 2025.12		65.84	90.23	64.26	51.82	59.18	64.48	87.42	62.68	45.91	65.76
GeoChat 2025.12		62.27	86.67	73.58	32.65	49.05	26	42.16	22.07	44.03	56.59
SkySenseGPT 2025.12		57.46	84.03	44.83	38	53.52	16.46	45.83	19.18	42.98	44.7
InternVL3.5 2025.12		53.68	83.14	72.65	51.62	44.51	19.01	55.27	22.35	38.57	48.98
EarthDial 2025.12		51.49	47.22	36.21	41.33	36.62	11.39	50	22.07	35.43	36.86
VHM 2025.12		50.75	86.81	36.21	42.67	53.52	55.7	54.17	51.51	32.29	51.51
MiniCPM-V-2.6 2025.12		50.06	78.87	60.5	33.89	63.43	71.72	67.32	62.19	50.52	59.83
InternVL2.5 2025.12		48.1	87.03	65.44	38.63	63.47	70.45	63.06	57.91	41.09	59.46
Gemini-2.0 2025.12		44.03	86.11	43.97	46	60.56	56.96	95.83	55.94	54.09	60.39
Claude-sonnet-4 2025.12		43.28	52.78	30.17	66.67	64.79	63.29	91.67	78.92	67.09	62.09
GLM-4.1V* 2025.12		42.54	86.11	43.1	54.67	69.01	62.03	87.5	45.68	56.81	60.83
Phi-3.5-Vision 2025.12		40.85	79.59	62.42	37.25	54.68	61.97	70.68	55.87	35.43	55.42
GPT-5 2025.12		39.55	88.89	42.24	47.33	70.42	59.49	87.5	62.33	42.98	60.08
Qwen2.5-VL 2025.12		37.31	75.69	37.93	44	67.61	63.29	91.67	51.09	33.75	55.82
MiniGPT-v2 2025.12		25.37	56.25	20.69	44	45.07	36.71	33.33	37.88	51.15	38.94