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Visual Question Answering

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Papers

Showing 14761500 of 2177 papers

TitleStatusHype
Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering0
Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization0
StructuralLM: Structural Pre-training for Form Understanding0
Structure Causal Models and LLMs Integration in Medical Visual Question Answering0
Structured Two-stream Attention Network for Video Question Answering0
Structure Guided Multi-modal Pre-trained Transformer for Knowledge Graph Reasoning0
Structure Learning for Neural Module Networks0
Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation0
Feedback-Driven Vision-Language Alignment with Minimal Human Supervision0
Surgical-LLaVA: Toward Surgical Scenario Understanding via Large Language and Vision Models0
Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery0
SurgicalVLM-Agent: Towards an Interactive AI Co-Pilot for Pituitary Surgery0
Survey of Large Multimodal Model Datasets, Application Categories and Taxonomy0
Survey of Recent Advances in Visual Question Answering0
Survey of Visual Question Answering: Datasets and Techniques0
Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval0
SViQA: A Unified Speech-Vision Multimodal Model for Textless Visual Question Answering0
Swarm Intelligence in Geo-Localization: A Multi-Agent Large Vision-Language Model Collaborative Framework0
Switch-BERT: Learning to Model Multimodal Interactions by Switching Attention and Input0
SyCoCa: Symmetrizing Contrastive Captioners with Attentive Masking for Multimodal Alignment0
Syntax Tree Constrained Graph Network for Visual Question Answering0
Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA0
Synthesize Step-by-Step: Tools Templates and LLMs as Data Generators for Reasoning-Based Chart VQA0
T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts0
Tackling VQA with Pretrained Foundation Models without Further Training0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24Unverified
2Qwen2-VL-72BGPT-4 score74Unverified
3InternVL2.5-78BGPT-4 score72.3Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2Unverified
5Lyra-ProGPT-4 score71.4Unverified
6GLM-4V-PlusGPT-4 score71.1Unverified
7Phantom-7BGPT-4 score70.8Unverified
8InternVL2.5-38BGPT-4 score68.8Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6Unverified
10Baichuan-Omni (7B)GPT-4 score65.4Unverified