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Visual Question Answering

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Papers

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Showing 1601–1650 of 2177 papers

TitleStatusHype
Scaling Large Vision-Language Models for Enhanced Multimodal Comprehension In Biomedical Image Analysis—0
CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs—0
Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning—0
Sce2DriveX: A Generalized MLLM Framework for Scene-to-Drive Learning—0
SceneGATE: Scene-Graph based co-Attention networks for TExt visual question answering—0
Scene Graph Generation with Geometric Context—0
Visual Question Generation as Dual Task of Visual Question Answering—0
Scene Graph Reasoning for Visual Question Answering—0
A Comprehensive Survey of Scene Graphs: Generation and Application—0
Scene-R1: Video-Grounded Large Language Models for 3D Scene Reasoning without 3D Annotations—0
CapWAP: Image Captioning with a Purpose—0
Scene Understanding Enabled Semantic Communication with Open Channel Coding—0
CapWAP: Captioning with a Purpose—0
SC-ML: Self-supervised Counterfactual Metric Learning for Debiased Visual Question Answering—0
SCULPT: Shape-Conditioned Unpaired Learning of Pose-dependent Clothed and Textured Human Meshes—0
CAPTION: Correction by Analyses, POS-Tagging and Interpretation of Objects using only Nouns—0
SEA: Supervised Embedding Alignment for Token-Level Visual-Textual Integration in MLLMs—0
Second Place Solution of WSDM2023 Toloka Visual Question Answering Challenge—0
Visual Question: Predicting If a Crowd Will Agree on the Answer—0
SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors—0
Seeing and Reasoning with Confidence: Supercharging Multimodal LLMs with an Uncertainty-Aware Agentic Framework—0
Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding—0
Seeing is Deceiving: Exploitation of Visual Pathways in Multi-Modal Language Models—0
Seeing is Knowing! Fact-based Visual Question Answering using Knowledge Graph Embeddings—0
CAPO: Reinforcing Consistent Reasoning in Medical Decision-Making—0
"See the World, Discover Knowledge": A Chinese Factuality Evaluation for Large Vision Language Models—0
SegEQA: Video Segmentation Based Visual Attention for Embodied Question Answering—0
Segmentation-guided Attention for Visual Question Answering from Remote Sensing Images—0
Segmentation Guided Attention Networks for Visual Question Answering—0
Select2Plan: Training-Free ICL-Based Planning through VQA and Memory Retrieval—0
Selectively Answering Visual Questions—0
Visual Question Reasoning on General Dependency Tree—0
Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network—0
SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-based Question Answering—0
Self-Segregating and Coordinated-Segregating Transformer for Focused Deep Multi-Modular Network for Visual Question Answering—0
Can you even tell left from right? Presenting a new challenge for VQA—0
Can We Generate Visual Programs Without Prompting LLMs?—0
WeaQA: Weak Supervision via Captions for Visual Question Answering—0
Visual Reference Resolution using Attention Memory for Visual Dialog—0
Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement—0
Semantic Aligned Multi-modal Transformer for Vision-LanguageUnderstanding: A Preliminary Study on Visual QA—0
Visual Relationship Detection using Scene Graphs: A Survey—0
Semantic-aware Modular Capsule Routing for Visual Question Answering—0
Semantic Composition in Visually Grounded Language Models—0
Semantic-enhanced Modality-asymmetric Retrieval for Online E-commerce Search—0
Can Visual Language Models Replace OCR-Based Visual Question Answering Pipelines in Production? A Case Study in Retail—0
Sensor2Text: Enabling Natural Language Interactions for Daily Activity Tracking Using Wearable Sensors—0
Sentence Attention Blocks for Answer Grounding—0
ABC-CNN: An Attention Based Convolutional Neural Network for Visual Question Answering—0
Can SAR improve RSVQA performance?—0
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All datasetsMM-VetViP-BenchVQA v2 test-devBenchLMMMMBenchV*benchVQA v2 valMSRVTT-QAVQA v2 test-stdMMHal-BenchMSVD-QAPlotQA-D1

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