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SOTA Document Visual Question Answering benchmarks and papers with code | Wizwand
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Document Visual Question Answering
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
DocVQA
ORCA (Qwen3VL-8B)
ANLS
97.2
263
8d ago
DocVQA (test)
Qwen-VL-Max-0809
ANLS
96.5
213
1mo ago
DocVQA (val)
LLaVA-OV
Accuracy
97.85
157
9d ago
DocVQA
Qwen3-VL-32B-Instruct + SpatialBoost
Accuracy
97.1
132
3d ago
DocVQA v1.0 (test)
Qwen2-VL-72B
ANLS
96.5
49
1mo ago
MMLongbench doc
GPT-4.1
Accuracy
45.6
34
1mo ago
MP-DocVQA
GPT-4o-200b-128
Accuracy
89.5
33
1mo ago
SlideVQA
Doc-V* (GRPO)
F1 Score
0.772
32
2d ago
InfoVQA
MiMo-VL-RL
ANLS
88
32
1mo ago
DUDE
GPT-4o+Ours (Spot-IT)
ANLS
60
30
1mo ago
NiM-Benchmark
GPT-4o
Score (Menus)
0.63
24
1mo ago
InfoQA 105 (test)
Gemini 3 Pro
Score
86.9
23
1mo ago
DocVQA 104 (test)
Qwen3-VL-8B
Score
96.1
23
1mo ago
InfographicVQA
MiMo-VL-7B-RL
ANLS
88.1
22
1mo ago
ArxiVQA
GPT-4o+Ours (Spot-IT)
Accuracy
60
14
1mo ago
VisualMRC (test)
LayoutLLM-7B
ROUGE-L
55.76
13
1mo ago
SROIE
LayTextLLM
ANLS
96.1
12
1mo ago
CORD
DocVAL
ANLS
88.8
12
1mo ago
FUNSD
DocVAL
ANLS
92.2
12
1mo ago
VisualMRC
DocVAL
ANLS
73.7
12
1mo ago
InfoVQA (test)
MAI
Final Performance
82.9
5
11d ago
DocVQA Form & Table (test)
StructuralLM
ANLS
0.861
3
1mo ago
VisualMRC (sampled test)
LayoutT5
BLEU-4
42.1
3
1mo ago
InfoVQA
Multi-Agent Inference
Total Inference Time (s)
5,094
2
11d ago
InfoVQA zero-shot
VEQ-MA
Zero-shot Accuracy
64.48
2
1mo ago
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