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Visual Question Answering

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Showing 1701–1750 of 2177 papers

TitleStatusHype
Breaking Neural Network Scaling Laws with Modularity—0
Spatial Attention as an Interface for Image Captioning Models—0
Spatial Knowledge Distillation to aid Visual Reasoning—0
SpatialReasoner: Towards Explicit and Generalizable 3D Spatial Reasoning—0
SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities—0
Advancing Surgical VQA with Scene Graph Knowledge—0
Breaking Down Questions for Outside-Knowledge Visual Question Answering—0
Breaking Down Questions for Outside-Knowledge VQA—0
SplatTalk: 3D VQA with Gaussian Splatting—0
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images—0
Boosting Cross-task Transferability of Adversarial Patches with Visual Relations—0
Stacked Latent Attention for Multimodal Reasoning—0
Stacking with Auxiliary Features for Visual Question Answering—0
StackOverflowVQA: Stack Overflow Visual Question Answering Dataset—0
Steering LVLMs via Sparse Autoencoder for Hallucination Mitigation—0
BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining—0
Blocks as Probes: Dissecting Categorization Ability of Large Multimodal Models—0
Story Generation from Visual Inputs: Techniques, Related Tasks, and Challenges—0
Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering—0
Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization—0
StructuralLM: Structural Pre-training for Form Understanding—0
Structure Causal Models and LLMs Integration in Medical Visual Question Answering—0
Advancing Multimodal Medical Capabilities of Gemini—0
xGQA: Cross-Lingual Visual Question Answering—0
Structured Two-stream Attention Network for Video Question Answering—0
Structure Guided Multi-modal Pre-trained Transformer for Knowledge Graph Reasoning—0
Structure Learning for Neural Module Networks—0
Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation—0
Beyond VQA: Generating Multi-word Answer and Rationale to Visual Questions—0
Feedback-Driven Vision-Language Alignment with Minimal Human Supervision—0
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks—0
Beyond the Hype: A dispassionate look at vision-language models in medical scenario—0
Surgical-LLaVA: Toward Surgical Scenario Understanding via Large Language and Vision Models—0
Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery—0
SurgicalVLM-Agent: Towards an Interactive AI Co-Pilot for Pituitary Surgery—0
Beyond the Frame: Generating 360° Panoramic Videos from Perspective Videos—0
Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs—0
Survey of Large Multimodal Model Datasets, Application Categories and Taxonomy—0
Survey of Recent Advances in Visual Question Answering—0
Survey of Visual Question Answering: Datasets and Techniques—0
Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval—0
SViQA: A Unified Speech-Vision Multimodal Model for Textless Visual Question Answering—0
Beyond Human Vision: The Role of Large Vision Language Models in Microscope Image Analysis—0
Swarm Intelligence in Geo-Localization: A Multi-Agent Large Vision-Language Model Collaborative Framework—0
Beyond Captioning: Task-Specific Prompting for Improved VLM Performance in Mathematical Reasoning—0
Switch-BERT: Learning to Model Multimodal Interactions by Switching Attention and Input—0
SyCoCa: Symmetrizing Contrastive Captioners with Attentive Masking for Multimodal Alignment—0
BESTMVQA: A Benchmark Evaluation System for Medical Visual Question Answering—0
Syntax Tree Constrained Graph Network for Visual Question Answering—0
Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA—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