Browse State-of-the-Art › Visual Question Answering › Papers, page 14

Visual Question Answering

Papers archive 2025-07-28

archive papers tagged: 2,177 · with a code link: 1,042 · where Syntology ran a sample: 378 (308 with a run with no instrument failure, 70 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (378 of 2,177 tagged: 308 with a run with no instrument failure, 70 where every run was a failure of Syntology's instrument)

Page 14 of 22: papers 1,301 to 1,400 of 2,177, 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.

• Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks
  24 Oct 2024 0 repositories listed
• Which Client is Reliable?: A Reliable and Personalized Prompt-based Federated Learning for Medical Image Question Answering
  23 Oct 2024 0 repositories listed
• Order Matters: Exploring Order Sensitivity in Multimodal Large Language Models
  22 Oct 2024 0 repositories listed
• Visual Question Answering in Ophthalmology: A Progressive and Practical Perspective
  22 Oct 2024 0 repositories listed
• Object-Centric Temporal Consistency via Conditional Autoregressive Inductive Biases
  21 Oct 2024 0 repositories listed
• ChitroJera: A Regionally Relevant Visual Question Answering Dataset for Bangla
  19 Oct 2024 0 repositories listed
• LLaVA-Ultra: Large Chinese Language and Vision Assistant for Ultrasound
  19 Oct 2024 0 repositories listed
• E3D-GPT: Enhanced 3D Visual Foundation for Medical Vision-Language Model
  18 Oct 2024 0 repositories listed
• NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples
  18 Oct 2024 0 repositories listed
• Zero-shot Action Localization via the Confidence of Large Vision-Language Models
  18 Oct 2024 0 repositories listed
• γ-MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models
  17 Oct 2024 0 repositories listed
• H2OVL-Mississippi Vision Language Models Technical Report
  17 Oct 2024 0 repositories listed
• Improving Multi-modal Large Language Model through Boosting Vision Capabilities
  17 Oct 2024 0 repositories listed
• RescueADI: Adaptive Disaster Interpretation in Remote Sensing Images with Autonomous Agents
  17 Oct 2024 0 repositories listed
• Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models
  16 Oct 2024 0 repositories listed
• OMCAT: Omni Context Aware Transformer
  15 Oct 2024 0 repositories listed
• Eliminating the Language Bias for Visual Question Answering with fine-grained Causal Intervention
  14 Oct 2024 0 repositories listed
• MMAR: Towards Lossless Multi-Modal Auto-Regressive Probabilistic Modeling
  14 Oct 2024 0 repositories listed
• MMCOMPOSITION: Revisiting the Compositionality of Pre-trained Vision-Language Models
  13 Oct 2024 0 repositories listed
• Surgical-LLaVA: Toward Surgical Scenario Understanding via Large Language and Vision Models
  13 Oct 2024 0 repositories listed
• VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment
  12 Oct 2024 0 repositories listed Syntology 5 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; 5 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• ViT3D Alignment of LLaMA3: 3D Medical Image Report Generation
  11 Oct 2024 0 repositories listed
• Emerging Pixel Grounding in Large Multimodal Models Without Grounding Supervision
  10 Oct 2024 0 repositories listed
• Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training
  10 Oct 2024 0 repositories listed
• PAR: Prompt-Aware Token Reduction Method for Efficient Large Multimodal Models
  9 Oct 2024 0 repositories listed
• Beyond Captioning: Task-Specific Prompting for Improved VLM Performance in Mathematical Reasoning
  8 Oct 2024 0 repositories listed
• MM-R³: On (In-)Consistency of Multi-modal Large Language Models (MLLMs)
  7 Oct 2024 0 repositories listed
• VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks
  7 Oct 2024 0 repositories listed
• Gamified crowd-sourcing of high-quality data for visual fine-tuning
  5 Oct 2024 0 repositories listed
• Backdooring Vision-Language Models with Out-Of-Distribution Data
  2 Oct 2024 0 repositories listed
• Why context matters in VQA and Reasoning: Semantic interventions for VLM input modalities
  2 Oct 2024 0 repositories listed
• FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks
  1 Oct 2024 0 repositories listed
• MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
  30 Sep 2024 0 repositories listed
• 3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large Vision-Language Models
  28 Sep 2024 0 repositories listed
• TrojVLM: Backdoor Attack Against Vision Language Models
  28 Sep 2024 0 repositories listed
• Charting the Future: Using Chart Question-Answering for Scalable Evaluation of LLM-Driven Data Visualizations
  27 Sep 2024 0 repositories listed
• Enhancing Explainability in Multimodal Large Language Models Using Ontological Context
  27 Sep 2024 0 repositories listed
• DARE: Diverse Visual Question Answering with Robustness Evaluation
  26 Sep 2024 0 repositories listed
• Robotic Environmental State Recognition with Pre-Trained Vision-Language Models and Black-Box Optimization
  26 Sep 2024 0 repositories listed
• ZALM3: Zero-Shot Enhancement of Vision-Language Alignment via In-Context Information in Multi-Turn Multimodal Medical Dialogue
  26 Sep 2024 0 repositories listed
• Can CLIP Count Stars? An Empirical Study on Quantity Bias in CLIP
  23 Sep 2024 0 repositories listed
• Detect, Describe, Discriminate: Moving Beyond VQA for MLLM Evaluation
  23 Sep 2024 0 repositories listed
• @Bench: Benchmarking Vision-Language Models for Human-centered Assistive Technology
  21 Sep 2024 0 repositories listed
• Vision Language Models Can Parse Floor Plan Maps
  19 Sep 2024 0 repositories listed
• OneEncoder: A Lightweight Framework for Progressive Alignment of Modalities
  17 Sep 2024 0 repositories listed
• Sparks of Artificial General Intelligence(AGI) in Semiconductor Material Science: Early Explorations into the Next Frontier of Generative AI-Assisted Electron Micrograph Analysis
  17 Sep 2024 0 repositories listed
• Explore the Hallucination on Low-level Perception for MLLMs
  15 Sep 2024 0 repositories listed
• NEVLP: Noise-Robust Framework for Efficient Vision-Language Pre-training
  15 Sep 2024 0 repositories listed
• Learning to Compress Contexts for Efficient Knowledge-based Visual Question Answering
  11 Sep 2024 0 repositories listed
• Securing Vision-Language Models with a Robust Encoder Against Jailbreak and Adversarial Attacks
  11 Sep 2024 0 repositories listed
• Mitigating Hallucination in Visual-Language Models via Re-Balancing Contrastive Decoding
  10 Sep 2024 0 repositories listed
• VisScience: An Extensive Benchmark for Evaluating K12 Educational Multi-modal Scientific Reasoning
  10 Sep 2024 0 repositories listed
• Breaking Neural Network Scaling Laws with Modularity
  9 Sep 2024 0 repositories listed
• POINTS: Improving Your Vision-language Model with Affordable Strategies
  7 Sep 2024 0 repositories listed
• OccLLaMA: An Occupancy-Language-Action Generative World Model for Autonomous Driving
  5 Sep 2024 0 repositories listed
• MOSMOS: Multi-organ segmentation facilitated by medical report supervision
  4 Sep 2024 0 repositories listed
• Blocks as Probes: Dissecting Categorization Ability of Large Multimodal Models
  3 Sep 2024 0 repositories listed
• Look, Learn and Leverage (L³): Mitigating Visual-Domain Shift and Discovering Intrinsic Relations via Symbolic Alignment
  30 Aug 2024 0 repositories listed
• Retrieval-Augmented Natural Language Reasoning for Explainable Visual Question Answering
  30 Aug 2024 0 repositories listed
• M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation
  29 Aug 2024 0 repositories listed
• Can SAR improve RSVQA performance?
  28 Aug 2024 0 repositories listed
• Can Visual Language Models Replace OCR-Based Visual Question Answering Pipelines in Production? A Case Study in Retail
  28 Aug 2024 0 repositories listed
• Multi-Modal Instruction-Tuning Small-Scale Language-and-Vision Assistant for Semiconductor Electron Micrograph Analysis
  27 Aug 2024 0 repositories listed
• Zero-Shot Visual Reasoning by Vision-Language Models: Benchmarking and Analysis
  27 Aug 2024 0 repositories listed
• Towards Human-Level Understanding of Complex Process Engineering Schematics: A Pedagogical, Introspective Multi-Agent Framework for Open-Domain Question Answering
  24 Aug 2024 0 repositories listed
• Foundational Model for Electron Micrograph Analysis: Instruction-Tuning Small-Scale Language-and-Vision Assistant for Enterprise Adoption
  23 Aug 2024 0 repositories listed
• MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model
  22 Aug 2024 0 repositories listed
• SEA: Supervised Embedding Alignment for Token-Level Visual-Textual Integration in MLLMs
  21 Aug 2024 0 repositories listed
• Swarm Intelligence in Geo-Localization: A Multi-Agent Large Vision-Language Model Collaborative Framework
  21 Aug 2024 0 repositories listed
• Beyond the Hype: A dispassionate look at vision-language models in medical scenario
  16 Aug 2024 0 repositories listed
• Enhancing Visual Question Answering through Ranking-Based Hybrid Training and Multimodal Fusion
  14 Aug 2024 0 repositories listed
• CROME: Cross-Modal Adapters for Efficient Multimodal LLM
  13 Aug 2024 0 repositories listed
• Revisiting Multi-Modal LLM Evaluation
  9 Aug 2024 0 repositories listed
• Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models
  8 Aug 2024 0 repositories listed
• Optimus: Accelerating Large-Scale Multi-Modal LLM Training by Bubble Exploitation
  7 Aug 2024 0 repositories listed
• MMPKUBase: A Comprehensive and High-quality Chinese Multi-modal Knowledge Graph
  3 Aug 2024 0 repositories listed
• Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering
  31 Jul 2024 0 repositories listed
• SimpleLLM4AD: An End-to-End Vision-Language Model with Graph Visual Question Answering for Autonomous Driving
  31 Jul 2024 0 repositories listed
• Pyramid Coder: Hierarchical Code Generator for Compositional Visual Question Answering
  30 Jul 2024 0 repositories listed
• Take A Step Back: Rethinking the Two Stages in Visual Reasoning
  29 Jul 2024 0 repositories listed
• VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks
  29 Jul 2024 0 repositories listed
• AdaCoder: Adaptive Prompt Compression for Programmatic Visual Question Answering
  28 Jul 2024 0 repositories listed
• VILA²: VILA Augmented VILA
  24 Jul 2024 0 repositories listed
• Imperfect Vision Encoders: Efficient and Robust Tuning for Vision-Language Models
  23 Jul 2024 0 repositories listed
• Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models
  22 Jul 2024 0 repositories listed
• EchoSight: Advancing Visual-Language Models with Wiki Knowledge
  17 Jul 2024 0 repositories listed
• Multimodal Reranking for Knowledge-Intensive Visual Question Answering
  17 Jul 2024 0 repositories listed
• TM-PATHVQA:90000+ Textless Multilingual Questions for Medical Visual Question Answering
  16 Jul 2024 0 repositories listed
• Benchmarking Vision Language Models for Cultural Understanding
  15 Jul 2024 0 repositories listed
• Extracting Training Data from Document-Based VQA Models
  11 Jul 2024 0 repositories listed
• Segmentation-guided Attention for Visual Question Answering from Remote Sensing Images
  11 Jul 2024 0 repositories listed
• VQA-Diff: Exploiting VQA and Diffusion for Zero-Shot Image-to-3D Vehicle Asset Generation in Autonomous Driving
  9 Jul 2024 0 repositories listed
• Rethinking Visual Prompting for Multimodal Large Language Models with External Knowledge
  5 Jul 2024 0 repositories listed
• Second Place Solution of WSDM2023 Toloka Visual Question Answering Challenge
  5 Jul 2024 0 repositories listed
• BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs
  3 Jul 2024 0 repositories listed
• MindBench: A Comprehensive Benchmark for Mind Map Structure Recognition and Analysis
  3 Jul 2024 0 repositories listed
• Certainly Uncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness
  2 Jul 2024 0 repositories listed
• Assistive Image Annotation Systems with Deep Learning and Natural Language Capabilities: A Review
  28 Jun 2024 0 repositories listed
• Disentangling Knowledge-based and Visual Reasoning by Question Decomposition in KB-VQA
  27 Jun 2024 0 repositories listed
• FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts
  27 Jun 2024 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.