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Visual Question Answering

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Papers

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Showing 1351–1375 of 2177 papers

TitleStatusHype
On Incorporating Semantic Prior Knowlegde in Deep Learning Through Embedding-Space Constraints—0
On Incorporating Semantic Prior Knowledge in Deep Learning Through Embedding-Space Constraints—0
Visual Entailment: A Novel Task for Fine-Grained Image Understanding—0
On the Cognition of Visual Question Answering Models and Human Intelligence: A Comparative Study—0
On the Effects of Video Grounding on Language Models—0
On the Efficacy of Co-Attention Transformer Layers in Visual Question Answering—0
On the Flip Side: Identifying Counterexamples in Visual Question Answering—0
On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering—0
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering—0
On the Limitations of Vision-Language Models in Understanding Image Transforms—0
On the Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications—0
On the Significance of Question Encoder Sequence Model in the Out-of-Distribution Performance in Visual Question Answering—0
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law—0
Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering—0
Debating for Better Reasoning: An Unsupervised Multimodal Approach—0
DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer—0
Visual Entailment Task for Visually-Grounded Language Learning—0
Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation—0
Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation—0
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond—0
Visual Explanations from Hadamard Product in Multimodal Deep Networks—0
Aligned Dual Channel Graph Convolutional Network for Visual Question Answering—0
Optimizing Explanations by Network Canonization and Hyperparameter Search—0
Optimizing Visual Question Answering Models for Driving: Bridging the Gap Between Human and Machine Attention Patterns—0
Optimus: Accelerating Large-Scale Multi-Modal LLM Training by Bubble Exploitation—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