ModelRank

Source OCRBench v2 English Updated: Sep 19, 2026

Ranking source

OCRBench v2 English CSV OCRBench v2 Chinese CSV LMArena Document API

Rank	Model	Organization	Score	Access	Evidence
1	Llama Nemotron Nano VL 8B Average Score ↑	Llama	60.20	Open source	No date Source
2	InternVL-3-14B Average Score ↑	InternVL	52.60	Open source	No date Source
3	Gemini-Pro Average Score ↑	Gemini	51.90	Closed / proprietary	No date Source
4	Qwen2-VL-7B Average Score ↑	Qwen2	51.40	Open source	No date Source
5	InternVL2.5-26B Average Score ↑	InternVL2.5	49.40	Open source	No date Source
6	InternVL-3-8B Average Score ↑	InternVL	49	Open source	No date Source
7	GPT-4V Average Score ↑	GPT	47.70	Closed / proprietary	No date Source
8	Ovis2-8B Average Score ↑	Ovis2	47.70	Open source	No date Source
9	InternVL2-26B Average Score ↑	InternVL2	46.80	Open source	No date Source
10	Step-1V Average Score ↑	Step	46.70	Closed / proprietary	No date Source
11	Qwen2.5-VL-7B Average Score ↑	Qwen2.5	46.70	Open source	No date Source
12	GPT-4o Average Score ↑	GPT	46.50	Closed / proprietary	No date Source
13	Claude3.5-sonnet Average Score ↑	Claude3.5	45.20	Closed / proprietary	No date Source
14	MiniCPM-o-2.6 Average Score ↑	MiniCPM	45.10	Open source	No date Source
15	InternVL2.5-8B Average Score ↑	InternVL2.5	45	Open source	No date Source
16	SAIL-VL-1.6-8B Average Score ↑	SAIL	44.80	Open source	No date Source
17	Deepseek-VL2-Small Average Score ↑	Deepseek	43.30	Open source	No date Source
18	GPT-4o-mini Average Score ↑	GPT	43	Closed / proprietary	No date Source
19	GLM-4V-Plus Average Score ↑	GLM	42.90	Closed / proprietary	No date Source
20	GLM-4V-9B Average Score ↑	GLM	42.60	Open source	No date Source
21	Kimi-VL-A3-16B Average Score ↑	Kimi	41.10	Open source	No date Source
22	Ovis1.6-3B Average Score ↑	Ovis1.6	40.80	Open source	No date Source
23	MiniCPM-V-2.6 Average Score ↑	MiniCPM	40.30	Open source	No date Source
24	Pixtral-12B Average Score ↑	Pixtral	40.30	Open source	No date Source
25	InternVL2-8B Average Score ↑	InternVL2	39.60	Open source	No date Source
26	LLaVA-OV-7B Average Score ↑	LLaVA	36.40	Open source	No date Source
27	Phi-4-MultiModal Average Score ↑	Phi	35.20	Open source	No date Source
28	Cambrian-1-8B Average Score ↑	Cambrian	34.70	Open source	No date Source
29	Molmo-7B Average Score ↑	Molmo	34.50	Open source	No date Source
30	Idefics3-8B Average Score ↑	Idefics3	32.20	Open source	No date Source
31	LLaVA-Next-8B Average Score ↑	LLaVA	31.50	Open source	No date Source
32	XComposer2-4KHD Average Score ↑	XComposer2	27.90	Open source	No date Source
33	Eagle-X5-7B Average Score ↑	Eagle	27.50	Open source	No date Source
34	Deepseek-VL-7B Average Score ↑	Deepseek	27.20	Open source	No date Source
35	mPLUG-Owl3 Average Score ↑	mPLUG	25.10	Open source	No date Source
36	TextMonkey Average Score ↑	TextMonkey	23.90	Open source	No date Source
37	VILA1.5-8B Average Score ↑	VILA1.5	23.60	Open source	No date Source
38	Qwen-VL-chat Average Score ↑	Qwen	23.40	Open source	No date Source
39	Qwen-VL Average Score ↑	Qwen	23.30	Open source	No date Source
40	Monkey Average Score ↑	Monkey	23.10	Open source	No date Source
41	CogVLM-chat Average Score ↑	CogVLM	21.80	Open source	No date Source
42	DocOwl2 Average Score ↑	DocOwl2	19.40	Open source	No date Source
43	EMU2-chat Average Score ↑	EMU2	18.80	Open source	No date Source
44	Janus-1.3B Average Score ↑	Janus	18.70	Open source	No date Source
45	Yi-VL-6B Average Score ↑	Yi	17.30	Open source	No date Source
46	TextHarmony Average Score ↑	TextHarmony	16	Open source	No date Source
47	LLaVAR Average Score ↑	LLaVAR	15.30	Open source	No date Source
48	UReader Average Score ↑	UReader	13.70	Open source	No date Source