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Visual Question Answering

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Papers

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Showing 651–675 of 2177 papers

TitleStatusHype
Hypo3D: Exploring Hypothetical Reasoning in 3D—0
Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models?—0
Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think!—0
Boosting Cross-task Transferability of Adversarial Patches with Visual Relations—0
Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering—0
BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining—0
Document Visual Question Answering Challenge 2020—0
Document Collection Visual Question Answering—0
Blocks as Probes: Dissecting Categorization Ability of Large Multimodal Models—0
Document AI: Benchmarks, Models and Applications—0
A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models—0
Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification—0
DLIP: Distilling Language-Image Pre-training—0
Generating Question Relevant Captions to Aid Visual Question Answering—0
Human Mobility Question Answering (Vision Paper)—0
Diversity and Consistency: Exploring Visual Question-Answer Pair Generation—0
Diversifying Joint Vision-Language Tokenization Learning—0
DistilDoc: Knowledge Distillation for Visually-Rich Document Applications—0
Adversarial Attacks Beyond the Image Space—0
Hummingbird: High Fidelity Image Generation via Multimodal Context Alignment—0
Disentangling Knowledge-based and Visual Reasoning by Question Decomposition in KB-VQA—0
Adventurer's Treasure Hunt: A Transparent System for Visually Grounded Compositional Visual Question Answering based on Scene Graphs—0
HRVQA: A Visual Question Answering Benchmark for High-Resolution Aerial Images—0
Answer-checking in Context: A Multi-modal FullyAttention Network for Visual Question Answering—0
Human-Adversarial Visual Question Answering—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24—Unverified
2Qwen2-VL-72BGPT-4 score74—Unverified
3InternVL2.5-78BGPT-4 score72.3—Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2—Unverified
5Lyra-ProGPT-4 score71.4—Unverified
6GLM-4V-PlusGPT-4 score71.1—Unverified
7Phantom-7BGPT-4 score70.8—Unverified
8InternVL2.5-38BGPT-4 score68.8—Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6—Unverified
10Baichuan-Omni (7B)GPT-4 score65.4—Unverified