Financial Question Answering on FinVQA text-only (test) benchmark leaderboard · SOTA2 Research

Financial Question Answering on FinVQA text-only (test)

77.8Accuracy (English)Qwen3-VL-32B-Instruct

Evaluation Results

Method	Links
Qwen3-VL-32B-Instruct2026.05		77.8	70.9	66.1	60.6	69.4	57.3
Qwen3-VL-32B-Instruct2026.05		77.2	68.9	68.5	69.4	68	62.3
Qwen3-VL-32B-Instruct2026.05		76.9	68.9	52.1	33.6	67.2	61.2
Qwen3-VL-8B-Instruct2026.05		74.1	58.5	58.4	49.5	56.5	46.4
Qwen2.5-VL-32B-Instruct2026.05		74.1	54.3	53.1	54.8	46.3	50.4
Qwen2.5-VL-32B-Instruct2026.05		73.8	40.6	27.9	22.6	34.4	33.9
Gemma-3-27b-it2026.05		73.7	70.4	67.4	69.7	68.9	65.6
Gemma-3-12b-it2026.05		71.7	62.7	66.6	63.4	64.3	57.8
Qwen2.5-VL-32B-Instruct2026.05		70.5	48.9	35.1	35.4	45	50.4
Qwen3-VL-8B-Instruct2026.05		69.8	53.7	55.8	56.1	54	51.7
Qwen3-VL-4B-Instruct2026.05		69.6	51.2	48.5	26.2	39.6	17.5
Gemma-3-27b-it2026.05		69.2	64	61.3	63.4	64.3	61.2
Qwen3-VL-8B-Instruct2026.05		69	53.4	45	28	53.6	52.1
Qwen3-VL-4B-Instruct2026.05		67.7	50.7	51.3	47.8	49.5	47.6
Gemma-3-27b-it2026.05		67.7	63.9	59.7	63.6	64.7	59.4
Qwen3-VL-4B-Instruct2026.05		67.2	49.6	40.8	14.3	49.1	46.7
Qwen2.5-VL-3B-Instruct2026.05		63.1	36.9	20.9	29.4	32.4	20.2
Qwen2.5-VL-3B-Instruct2026.05		62.6	35.7	35.8	30	33.2	36.4
Gemma-3-12b-it2026.05		62.3	58.2	58.5	57.3	59.3	55.3
Gemma-3-12b-it2026.05		62.3	55.7	53.5	55.8	56.5	54.4
Gemma-3-4b-it2026.05		61.5	50.3	52.2	50.4	41.3	45.2
Qwen2.5-VL-7B-Instruct2026.05		61.2	39.8	34.2	18.3	34.1	40.1
Qwen2.5-VL-7B-Instruct2026.05		61.1	34.1	41.5	34.5	30.6	41.1
Qwen2.5-VL-3B-Instruct2026.05		57.5	26.7	27.3	14.3	25.4	21.2
Gemma-3-4b-it2026.05		56.3	46.3	49.1	48.4	49.6	40.9
Gemma-3-4b-it2026.05		56.3	47.8	48.9	47	50.3	44.7
Qwen2.5-VL-7B-Instruct2026.05		55.6	36.6	37.4	20.5	31.3	27.6