Browse State-of-the-Art › Visual Question Answering (VQA) › Papers, page 15

Visual Question Answering (VQA)

Papers archive 2025-07-28

archive papers tagged: 2,167 · with a code link: 1,039 · where Syntology ran a sample: 359 (287 with a run with no instrument failure, 72 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (359 of 2,167 tagged: 287 with a run with no instrument failure, 72 where every run was a failure of Syntology's instrument)

Page 15 of 22: papers 1,401 to 1,500 of 2,167, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Visual Question Answering Instruction: Unlocking Multimodal Large Language Model To Domain-Specific Visual Multitasks
  13 Feb 2024 0 repositories listed
• CIC: A Framework for Culturally-Aware Image Captioning
  8 Feb 2024 0 repositories listed
• Curriculum reinforcement learning for quantum architecture search under hardware errors
  5 Feb 2024 0 repositories listed
• Binding Touch to Everything: Learning Unified Multimodal Tactile Representations
  31 Jan 2024 0 repositories listed
• LCV2: An Efficient Pretraining-Free Framework for Grounded Visual Question Answering
  29 Jan 2024 0 repositories listed
• Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA
  29 Jan 2024 0 repositories listed
• Improving Data Augmentation for Robust Visual Question Answering with Effective Curriculum Learning
  28 Jan 2024 0 repositories listed
• Free Form Medical Visual Question Answering in Radiology
  23 Jan 2024 0 repositories listed
• SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities
  22 Jan 2024 0 repositories listed
• Advancing Large Multi-modal Models with Explicit Chain-of-Reasoning and Visual Question Generation
  18 Jan 2024 0 repositories listed
• COCO is "ALL'' You Need for Visual Instruction Fine-tuning
  17 Jan 2024 0 repositories listed
• Video Quality Assessment Based on Swin TransformerV2 and Coarse to Fine Strategy
  16 Jan 2024 0 repositories listed
• BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining
  12 Jan 2024 0 repositories listed
• GRAM: Global Reasoning for Multi-Page VQA
  7 Jan 2024 0 repositories listed
• DIEM: Decomposition-Integration Enhancing Multimodal Insights
  1 Jan 2024 0 repositories listed
• Mask4Align: Aligned Entity Prompting with Color Masks for Multi-Entity Localization Problems
  1 Jan 2024 0 repositories listed
• Synthesize Step-by-Step: Tools Templates and LLMs as Data Generators for Reasoning-Based Chart VQA
  1 Jan 2024 0 repositories listed
• Text-Conditioned Generative Model of 3D Strand-based Human Hairstyles
  1 Jan 2024 0 repositories listed
• Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision Language Audio and Action
  1 Jan 2024 0 repositories listed
• Multi-Prompts Learning with Cross-Modal Alignment for Attribute-based Person Re-Identification
  28 Dec 2023 0 repositories listed
• Gemini Pro Defeated by GPT-4V: Evidence from Education
  27 Dec 2023 0 repositories listed
• Q-Boost: On Visual Quality Assessment Ability of Low-level Multi-Modality Foundation Models
  23 Dec 2023 0 repositories listed
• LLM4VG: Large Language Models Evaluation for Video Grounding
  21 Dec 2023 0 repositories listed
• Reducing Hallucinations: Enhancing VQA for Flood Disaster Damage Assessment with Visual Contexts
  21 Dec 2023 0 repositories listed
• BloomVQA: Assessing Hierarchical Multi-modal Comprehension
  20 Dec 2023 0 repositories listed
• Interactive Visual Task Learning for Robots
  20 Dec 2023 0 repositories listed
• Multi-Clue Reasoning with Memory Augmentation for Knowledge-based Visual Question Answering
  20 Dec 2023 0 repositories listed
• Full-reference Video Quality Assessment for User Generated Content Transcoding
  19 Dec 2023 0 repositories listed
• An Evaluation of GPT-4V and Gemini in Online VQA
  17 Dec 2023 0 repositories listed
• RankDVQA-mini: Knowledge Distillation-Driven Deep Video Quality Assessment
  14 Dec 2023 0 repositories listed
• BESTMVQA: A Benchmark Evaluation System for Medical Visual Question Answering
  13 Dec 2023 0 repositories listed
• Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models
  9 Dec 2023 0 repositories listed
• Lyrics: Boosting Fine-grained Language-Vision Alignment and Comprehension via Semantic-aware Visual Objects
  8 Dec 2023 0 repositories listed
• On the Robustness of Large Multimodal Models Against Image Adversarial Attacks
  6 Dec 2023 0 repositories listed
• Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models
  5 Dec 2023 0 repositories listed
• MedXChat: A Unified Multimodal Large Language Model Framework towards CXRs Understanding and Generation
  4 Dec 2023 0 repositories listed
• Unleashing the Potential of Large Language Model: Zero-shot VQA for Flood Disaster Scenario
  4 Dec 2023 0 repositories listed
• Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts
  1 Dec 2023 0 repositories listed
• Zero-Shot Video Question Answering with Procedural Programs
  1 Dec 2023 0 repositories listed
• Towards Top-Down Reasoning: An Explainable Multi-Agent Approach for Visual Question Answering
  29 Nov 2023 0 repositories listed
• The curse of language biases in remote sensing VQA: the role of spatial attributes, language diversity, and the need for clear evaluation
  28 Nov 2023 0 repositories listed
• From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation
  21 Nov 2023 0 repositories listed
• KNVQA: A Benchmark for evaluation knowledge-based VQA
  21 Nov 2023 0 repositories listed
• Understanding and Mitigating Classification Errors Through Interpretable Token Patterns
  18 Nov 2023 0 repositories listed
• Multiple-Question Multiple-Answer Text-VQA
  15 Nov 2023 0 repositories listed
• Asking More Informative Questions for Grounded Retrieval
  14 Nov 2023 0 repositories listed
• CLiF-VQA: Enhancing Video Quality Assessment by Incorporating High-Level Semantic Information related to Human Feelings
  13 Nov 2023 0 repositories listed
• What Large Language Models Bring to Text-rich VQA?
  13 Nov 2023 0 repositories listed
• Visual Commonsense based Heterogeneous Graph Contrastive Learning
  11 Nov 2023 0 repositories listed
• Improving Vision-and-Language Reasoning via Spatial Relations Modeling
  9 Nov 2023 0 repositories listed
• From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities
  1 Nov 2023 0 repositories listed
• VQA-GEN: A Visual Question Answering Benchmark for Domain Generalization
  1 Nov 2023 0 repositories listed
• A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis
  31 Oct 2023 0 repositories listed
• Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation
  27 Oct 2023 0 repositories listed
• Exploring Question Decomposition for Zero-Shot VQA
  25 Oct 2023 0 repositories listed
• Geometry-Aware Video Quality Assessment for Dynamic Digital Human
  24 Oct 2023 0 repositories listed
• A Simple Baseline for Knowledge-Based Visual Question Answering
  20 Oct 2023 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Exploring Sparse Spatial Relation in Graph Inference for Text-Based VQA
  13 Oct 2023 0 repositories listed
• Improving mitosis detection on histopathology images using large vision-language models
  11 Oct 2023 0 repositories listed
• Jaeger: A Concatenation-Based Multi-Transformer VQA Model
  11 Oct 2023 0 repositories listed
• Off-Policy Evaluation for Human Feedback
  11 Oct 2023 0 repositories listed
• How (not) to ensemble LVLMs for VQA
  10 Oct 2023 0 repositories listed
• Causal Reasoning through Two Layers of Cognition for Improving Generalization in Visual Question Answering
  9 Oct 2023 0 repositories listed
• Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models
  9 Oct 2023 0 repositories listed
• Improving Automatic VQA Evaluation Using Large Language Models
  4 Oct 2023 0 repositories listed
• On the Cognition of Visual Question Answering Models and Human Intelligence: A Comparative Study
  4 Oct 2023 0 repositories listed
• SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-based Question Answering
  3 Oct 2023 0 repositories listed
• Tackling VQA with Pretrained Foundation Models without Further Training
  27 Sep 2023 0 repositories listed
• Sentence Attention Blocks for Answer Grounding
  20 Sep 2023 0 repositories listed
• Visual Question Answering in the Medical Domain
  20 Sep 2023 0 repositories listed
• Syntax Tree Constrained Graph Network for Visual Question Answering
  17 Sep 2023 0 repositories listed
• Interpretable Visual Question Answering via Reasoning Supervision
  7 Sep 2023 0 repositories listed
• S3C: Semi-Supervised VQA Natural Language Explanation via Self-Critical Learning
  5 Sep 2023 0 repositories listed
• Distraction-free Embeddings for Robust VQA
  31 Aug 2023 0 repositories listed
• Ada-DQA: Adaptive Diverse Quality-aware Feature Acquisition for Video Quality Assessment
  1 Aug 2023 0 repositories listed
• Making the V in Text-VQA Matter
  1 Aug 2023 0 repositories listed
• Bridging the Gap: Exploring the Capabilities of Bridge-Architectures for Complex Visual Reasoning Tasks
  31 Jul 2023 0 repositories listed
• Capturing Co-existing Distortions in User-Generated Content for No-reference Video Quality Assessment
  31 Jul 2023 0 repositories listed
• Workshop on Document Intelligence Understanding
  31 Jul 2023 0 repositories listed
• BARTPhoBEiT: Pre-trained Sequence-to-Sequence and Image Transformers Models for Vietnamese Visual Question Answering
  28 Jul 2023 0 repositories listed
• LOIS: Looking Out of Instance Semantics for Visual Question Answering
  26 Jul 2023 0 repositories listed
• Robust Visual Question Answering: Datasets, Methods, and Future Challenges
  21 Jul 2023 0 repositories listed
• A reinforcement learning approach for VQA validation: an application to diabetic macular edema grading
  19 Jul 2023 0 repositories listed
• NTIRE 2023 Quality Assessment of Video Enhancement Challenge
  19 Jul 2023 0 repositories listed
• Generative Visual Question Answering
  18 Jul 2023 0 repositories listed
• Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation
  18 Jul 2023 0 repositories listed
• Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback
  10 Jul 2023 0 repositories listed
• UIT-Saviors at MEDVQA-GI 2023: Improving Multimodal Learning with Image Enhancement for Gastrointestinal Visual Question Answering
  6 Jul 2023 0 repositories listed
• DoReMi: Grounding Language Model by Detecting and Recovering from Plan-Execution Misalignment
  1 Jul 2023 0 repositories listed
• Deep Equilibrium Multimodal Fusion
  29 Jun 2023 0 repositories listed
• Visual Question Answering in Remote Sensing with Cross-Attention and Multimodal Information Bottleneck
  25 Jun 2023 0 repositories listed
• AVIS: Autonomous Visual Information Seeking with Large Language Model Agent
  13 Jun 2023 0 repositories listed
• Visual Question Answering (VQA) on Images with Superimposed Text
  13 Jun 2023 0 repositories listed
• Weakly Supervised Visual Question Answer Generation
  11 Jun 2023 0 repositories listed
• Knowledge Detection by Relevant Question and Image Attributes in Visual Question Answering
  8 Jun 2023 0 repositories listed
• Multi-CLIP: Contrastive Vision-Language Pre-training for Question Answering tasks in 3D Scenes
  4 Jun 2023 0 repositories listed
• MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models
  2 Jun 2023 0 repositories listed
• Evaluating the Capabilities of Multi-modal Reasoning Models with Synthetic Task Data
  1 Jun 2023 0 repositories listed
• LiT-4-RSVQA: Lightweight Transformer-based Visual Question Answering in Remote Sensing
  1 Jun 2023 0 repositories listed
• Overcoming Language Bias in Remote Sensing Visual Question Answering via Adversarial Training
  1 Jun 2023 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.