OpenCodePapers
infographic-visual-question-answering-on-infovqa
Visual Question Answering (VQA)
Infographic Visual Question Answering
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Code
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ModelName
ReleaseDate
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Gemma 4 Technical Report
✓ Link
92.0
Gemma 4 31B
2026-07-02
Visual Document Understanding and Question Answering: A Multi-Agent Collaboration Framework with Test-Time Scaling
✓ Link
89.4
MACT Qwen2.5-VL Series 24B (Agent-Wise Adaptive TTS) (extra data)
2025-08-05
Gemma 4 Technical Report
✓ Link
89.3
Gemma 4 26B-A4B
2026-07-02
Beyond Correctness: Benchmarking and Aligning Response Behaviors in Hybrid-Thinking MLLMs
88.05
Qwen3-VL-8B + PatternRL
2026-08-17
NVIDIA Nemotron Nano V2 VL
✓ Link
80.4
Nemotron Nano V2 VL (Reasoning on) (extra data)
2025-11-06
Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model
✓ Link
80.33
Mage-VL-4B
2026-07-27
LLaDA-UI: Bringing Block-wise Diffusion to Vision-Language GUI Agents
✓ Link
71.5
LLaDA-UI (pre-training)
2026-09-09
From Pixels to Words -- Towards Native Vision-Language Primitives at Scale
✓ Link
63.2
NEO-2.2B
2025-10-16
Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid
✓ Link
60.1
Mini-Monkey (extra data)
2024-08-04
mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding
✓ Link
50.7
DocOwl 1.5 Chat (extra data)
2024-03-19
mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding
✓ Link
38.2
mPLUG-DocOwl (extra data)
2023-07-04
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