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Visual Question Answering

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Papers

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Showing 1276–1300 of 2177 papers

TitleStatusHype
A Multimodal Memes Classification: A Survey and Open Research Issues—0
Diversity and Consistency: Exploring Visual Question-Answer Pair Generation—0
Diversifying Joint Vision-Language Tokenization Learning—0
Multimodal Representations for Teacher-Guided Compositional Visual Reasoning—0
Multimodal Reranking for Knowledge-Intensive Visual Question Answering—0
American == White in Multimodal Language-and-Image AI—0
DistilDoc: Knowledge Distillation for Visually-Rich Document Applications—0
Multimodal Transformer With a Low-Computational-Cost Guarantee—0
Disentangling Knowledge-based and Visual Reasoning by Question Decomposition in KB-VQA—0
Multimodal Unified Attention Networks for Vision-and-Language Interactions—0
All You May Need for VQA are Image Captions—0
All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark—0
Discovering Pathology Rationale and Token Allocation for Efficient Multimodal Pathology Reasoning—0
Directional Gradient Projection for Robust Fine-Tuning of Foundation Models—0
Vision-Language Pretraining: Current Trends and the Future—0
DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels—0
Multi-task Learning of Hierarchical Vision-Language Representation—0
AlignVE: Visual Entailment Recognition Based on Alignment Relations—0
Vision LLMs Are Bad at Hierarchical Visual Understanding, and LLMs Are the Bottleneck—0
MUST-VQA: MUltilingual Scene-text VQA—0
Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering—0
Differentiable End-to-End Program Executor for Sample and Computationally Efficient VQA—0
MuVAM: A Multi-View Attention-based Model for Medical Visual Question Answering—0
MyVLM: Personalizing VLMs for User-Specific Queries—0
Vision-to-Language Tasks Based on Attributes and Attention Mechanism—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