Multimodal Financial Question Answering on FinVQA multimodal benchmark leaderboard · SOTA2 Research

Multimodal Financial Question Answering on FinVQA multimodal

69.4Accuracy (en)Qwen3-VL-32B-Instruct

Evaluation Results

Method	Links
Qwen3-VL-32B-Instruct2026.05		69.4	67.7	66.1	59.9	60.1	53.4
Gemma-3-4b-it2026.05		69.3	62.4	59.9	55.6	61.9	63.5
Qwen3-VL-32B-Instruct2026.05		68.3	51.8	49.1	31.3	49.1	45.9
Qwen2.5-VL-32B-Instruct2026.05		67.2	36	22.5	9	32.8	30.1
Gemma-3-4b-it2026.05		66.7	55	60.4	58.7	60.3	58.2
Qwen3-VL-8B-Instruct2026.05		64.6	49.2	47.6	27.5	44.4	41.8
Qwen2.5-VL-32B-Instruct2026.05		64.1	57.1	54.1	59.1	52.3	59.3
Qwen3-VL-32B-Instruct2026.05		62.4	63	65.2	58.7	61.9	53.4
Qwen3-VL-4B-Instruct2026.05		61.9	46	47.1	19	37	12.2
Qwen2.5-VL-7B-Instruct2026.05		61.4	46.6	49.2	26.5	42.9	45.5
Gemma-3-4b-it2026.05		61.1	55.5	57.3	54.1	58.1	50.1
Gemma-3-4b-it2026.05		59.3	52.4	53.5	52.4	54.5	54.5
Gemma-3-4b-it2026.05		59.3	52.9	58.8	52.9	59.8	50.8
Qwen2.5-VL-32B-Instruct2026.05		58.7	55.6	54.5	54.5	48.1	55
Qwen3-VL-8B-Instruct2026.05		58.2	55	57.8	52.9	56.6	51.3
Qwen3-VL-8B-Instruct2026.05		58.2	55.6	57.8	53.4	57.7	51.3
Gemma-3-4b-it2026.05		57.1	52.4	55.1	55	55	55.6
Qwen2.5-VL-3B-Instruct2026.05		55.6	40.7	43.3	24.9	36.5	42.9
Qwen3-VL-4B-Instruct2026.05		55.6	55	62	50.8	60.8	46
Qwen2.5-VL-3B-Instruct2026.05		54.5	41.8	46.5	24.3	35.4	40.2
Qwen3-VL-4B-Instruct2026.05		54.5	55	64.7	51.3	59.3	48.1
Qwen2.5-VL-7B-Instruct2026.05		54.5	40.7	50.8	45.5	42.9	49.7
Gemma-3-4b-it2026.05		53.4	52.9	54.5	44.4	54	29.6
Qwen2.5-VL-7B-Instruct2026.05		53.4	41.3	52.4	47.6	47.6	49.2
Qwen2.5-VL-3B-Instruct2026.05		52.4	33.9	31	13.2	25.9	22.2
Gemma-3-4b-it2026.05		51.9	50.8	51.3	46	56.1	31.7
Gemma-3-4b-it2026.05		37.6	44.4	42.8	41.8	43.4	30.2