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Document Visual Question Answering on DocVQA (test)

96.5ANLS

Qwen-VL-Max-0809

Updated 1d ago

Evaluation Results

Method
Qwen-VL-Max-0809 2024.10	96.5	-	-	-	-	-
Qwen3-VL-8B 2026.05	96.1	-	-	-	-	-
Qwen3-VL-4B 2026.05	95.3	-	-	-	-	-
PerceptionLM-8B 2026.05	94.6	-	-	-	-	-
PerceptionLM-3B 2026.05	93.8	-	-	-	-	-
Qwen3-VL-2B 2026.05	93.3	-	-	-	-	-
DocCogito 2026.03	93.2	-	-	-	-	-
Molmo2-8B 2026.05	93.2	-	-	-	-	-
Qwen-VL-Max 2024.04	93.1	-	-	-	-	-
Gemini-1.5-Pro 2024.09	93.1	-	-	-	-	-
DocCogito 2026.03	93.1	-	-	-	-	-
Zamba2-VL-7B 2026.05	92.9	-	-	-	-	-
GPT-4o 2024.09	92.8	-	-	-	-	-
InternVL3.5-4B 2026.05	92.4	-	-	-	-	-
InternVL3.5-8B 2026.05	92.3	-	-	-	-	-
SkillOpt 2026.05	92.2	-	-	-	-	-
Marten 2026.03	92	-	-	-	-	-
InternVL2 2026.03	91.6	-	-	-	-	-
Qwen3-VL-Instruct 2026.03	91.6	-	-	-	-	-
Qwen-VL-Plus 2024.04	91.4	-	-	-	-	-
MM1.5-30B 2024.09	91.4	-	-	-	-	-
SkillOpt 2026.05	91.4	-	-	-	-	-
SkillOpt 2026.05	91.2	-	-	-	-	-
SkillOpt 2026.05	91.2	-	-	-	-	-
Gemini Ultra 1.0 2024.04	90.9	-	-	-	-	-
InternVL 1.5 2024.04	90.9	-	-	-	-	-
Gemini 2024.02	90.9	-	-	-	-	-
SkillOpt 2026.05	90.9	-	-	-	-	-
Zamba2-VL-2.7B 2026.05	90.9	-	-	-	-	-
SMoLA-PaLI-X_FT (Specialist) 2023.12	90.8	-	-	-	-	-
PerceptionLM-1B 2026.05	90.7	-	-	-	-	-
SMoLA-PaLI-XFT 2023.12	90.6	-	-	-	-	-
Trace2Skill 2026.05	90.6	-	-	-	-	-
LLM skill 2026.05	90.4	-	-	-	-	-
Trace2Skill 2026.05	90.4	-	-	-	-	-
Qwen2-VL 2024.11	90.1	-	-	-	-	-
Human skill 2026.05	90.1	-	-	-	-	-
SkillOpt 2026.05	90.1	-	-	-	-	-
IXC2-4KHD 2024.04	90	-	-	-	-	-
ScreenAI 2024.02	89.9	-	-	-	-	-
LLM skill 2026.05	89.8	-	-	-	-	-
TextHawk2 2026.03	89.6	-	-	-	-	-
LLM skill 2026.05	89.6	-	-	-	-	-
SkillOpt 2026.05	89.6	-	-	-	-	-
LLM skill 2026.05	89.6	-	-	-	-	-
Claude-3 Sonnet 2024.04	89.5	-	-	-	-	-
Claude 3 Sonnet 2024.05	89.5	-	-	-	-	-
GEPA 2026.05	89.5	-	-	-	-	-
InternVL3.5-2B 2026.05	89.4	-	-	-	-	-
Claude-3 Opus 2024.04	89.3	-	-	-	-	-
Hi-VT5 2024.02	89.3	-	-	-	-	-
Trace2Skill 2026.05	89.3	-	-	-	-	-
EvoSkill 2026.05	89.3	-	-	-	-	-
InternVL2 2024.11	89.2	-	-	-	-	-
GEPA 2026.05	89.1	-	-	-	-	-
Qwen3-VL-Instruct 2026.03	89	-	-	-	-	-
Human skill 2026.05	89	-	-	-	-	-
SkillOpt 2026.05	89	-	-	-	-	-
Claude-3 Haiku 2024.04	88.8	-	-	-	-	-
Claude 3 Haiku 2024.05	88.8	-	-	-	-	-
Human skill 2026.05	88.8	-	-	-	-	-
PaLI-3 (Specialist) 2023.12	88.6	-	-	-	-	-
SOTA [8] 2023.12	88.6	-	-	-	-	-
Human skill 2026.05	88.5	-	-	-	-	-
Trace2Skill 2026.05	88.5	-	-	-	-	-
GPT-4 2023.06	88.4	-	-	-	-	-
GPT-4V 2024.04	88.4	-	-	-	-	-
GPT-4V 2024.09	88.4	-	-	-	-	-
Human skill 2026.05	88.4	-	-	-	-	-
LLM skill 2026.05	88.4	-	-	-	-	-
GEPA 2026.05	88.3	-	-	-	-	-
Gemini Pro 1.0 2024.04	88.1	-	-	-	-	-
Gemini 1.0 Pro 2024.05	88.1	-	-	-	-	-
MM1.5-7B 2024.09	88.1	-	-	-	-	-
LLM skill 2026.05	88	-	-	-	-	-
Trace2Skill 2026.05	88	-	-	-	-	-
GEPA 2026.05	88	-	-	-	-	-
Human skill 2026.05	88	-	-	-	-	-
DocFormerv2large 2023.06	87.84	-	-	-	-	-
SmoLA PaLI-X 2024.02	87.8	-	-	-	-	-
BlueLM-V 2024.11	87.8	-	-	-	-	-
DocFormerv2 2026.03	87.8	-	-	-	-	-
Human skill 2026.05	87.8	-	-	-	-	-
Molmo2-4B 2026.05	87.8	-	-	-	-	-
InternVL 1.2 2024.04	87.7	-	-	-	-	-
MM1.5-3B 2024.09	87.7	-	-	-	-	-
LLM skill 2026.05	87.7	-	-	-	-	-
Trace2Skill 2026.05	87.7	-	-	-	-	-
PaLI-3 (Specialist) 2023.12	87.6	-	-	-	-	-
No skill 2026.05	87.6	-	-	-	-	-
ScreenAI 2024.02	87.5	-	-	-	-	-
SMoLA-PaLI-3FT 2023.12	87.4	-	-	-	-	-
Mini-Monkey 2026.03	87.4	-	-	-	-	-
Zamba2-VL-1.2B 2026.05	87.4	-	-	-	-	-
DocFormerv2large 2023.06	87.2	-	-	-	-	-
TextGrad 2026.05	87.2	-	-	-	-	-
TextGrad 2026.05	87.2	-	-	-	-	-
No skill 2026.05	87.2	-	-	-	-	-
EvoSkill 2026.05	87.2	-	-	-	-	-
TILT 2021.02	87.05	-	-	-	-	-

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