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Benchmarks
Document Understanding on DocVQA
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91.9
ANLS
VideoLLaMA3
46.452
58.251
70.05
81.849
Dec 22, 2025
ANLS
Updated 3d ago
Evaluation Results
Method
Method
Links
ANLS
VideoLLaMA3
Architecture Category=...
2025.12
91.9
Qwen2-VL
# train tokens=1.4T, A...
2025.12
90.1
InsertionHe-2B
# train tokens=0.1T, A...
2025.12
89.1
InternVL2.5
# train tokens=0.5T, A...
2025.12
88.7
CASA→
# train tokens=0.3T, A...
2025.12
83.7
CASA⊕
# train tokens=0.3T, A...
2025.12
82.8
CASA∨
# train tokens=0.3T, A...
2025.12
81.3
SmolVLM
Architecture Category=...
2025.12
80
mPLUG-Owl3 8B
# train tokens=0.1T, A...
2025.12
55.9
mPLUG-Owl3 2B
# train tokens=0.1T, A...
2025.12
48.2
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