CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images Apr 13, 2021 Question Answering Visual Question Answering
Code Code Available 5 Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question Answering Apr 11, 2017 Visual Question Answering Visual Question Answering (VQA)
Code Code Available 5 Simple Baseline for Visual Question Answering Dec 7, 2015 Visual Question Answering Visual Question Answering (VQA)
Code Code Available 5 ArtQuest: Countering Hidden Language Biases in ArtVQA Jan 4, 2024 Question Answering Visual Question Answering
Code Code Available 5 Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question Answering Aug 4, 2017 Question Answering Visual Question Answering
Code Code Available 5 Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Jun 6, 2016 Phrase Grounding Visual Grounding
Code Code Available 5 HumaniBench: A Human-Centric Framework for Large Multimodal Models Evaluation May 16, 2025 Benchmarking Ethics
Code Code Available 5 Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs Oct 26, 2023 Attribute Machine Translation
Code Code Available 5 CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning Nov 26, 2018 Acoustic Question Answering Question Answering
Code Code Available 5 D3: Data Diversity Design for Systematic Generalization in Visual Question Answering Sep 15, 2023 Diversity Question Answering
Code Code Available 5 Inferring and Executing Programs for Visual Reasoning May 10, 2017 Visual Question Answering (VQA) Visual Reasoning
Code Code Available 5 Multimodal Explanations: Justifying Decisions and Pointing to the Evidence Feb 15, 2018 Activity Recognition Explainable Models
Code Code Available 5 Enhancing Interpretability and Interactivity in Robot Manipulation: A Neurosymbolic Approach Oct 3, 2022 Referring Expression Robot Manipulation
Code Code Available 5 Multi-Image Visual Question Answering Dec 27, 2021 Question Answering Visual Question Answering
Code Code Available 5 Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions Nov 20, 2023 Question Answering Visual Question Answering
Code Code Available 5 FigureQA: An Annotated Figure Dataset for Visual Reasoning Oct 19, 2017 BIG-bench Machine Learning Chart Question Answering
Code Code Available 5 Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering May 21, 2015 Question Answering Sentence
Code Code Available 5 MUREL: Multimodal Relational Reasoning for Visual Question Answering Feb 25, 2019 Relational Reasoning Visual Question Answering
Code Code Available 5 OmniNet: A unified architecture for multi-modal multi-task learning Jul 17, 2019 Image Captioning Multi-Task Learning
Code Code Available 5 Few-Shot Multimodal Explanation for Visual Question Answering Oct 28, 2024 Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
Code Code Available 5 Federated Document Visual Question Answering: A Pilot Study May 10, 2024 Federated Learning Question Answering
Code Code Available 5 Modulating early visual processing by language Jul 2, 2017 Question Answering Visual Question Answering
Code Code Available 5 Modeling Relationships in Referential Expressions with Compositional Modular Networks Nov 30, 2016 Visual Question Answering (VQA)
Code Code Available 5 StarVQA: Space-Time Attention for Video Quality Assessment Aug 22, 2021 Video Quality Assessment Visual Question Answering (VQA)
Code Code Available 5 Factor Graph Attention Apr 11, 2019 Graph Attention Question Answering
Code Code Available 5 InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition Sep 26, 2023 Articles Image Comprehension
Code Code Available 5 Active Learning for Visual Question Answering: An Empirical Study Nov 6, 2017 Active Learning Visual Question Answering
Code Code Available 5 Modularized Zero-shot VQA with Pre-trained Models May 27, 2023 object-detection Object Detection
Code Code Available 5 Are VLMs Really Blind Oct 29, 2024 Language Modeling Language Modelling
Code Code Available 5 MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering Nov 1, 2021 multimodal interaction Multiple-choice
Code Code Available 5 Exploring the Potential of Encoder-free Architectures in 3D LMMs Feb 13, 2025 Inductive Bias Visual Question Answering (VQA)
Code Code Available 5 Subjective and Objective Quality Assessment of High-Motion Sports Videos at Low-Bitrates Jul 12, 2022 Video Quality Assessment Visual Question Answering (VQA)
Code Code Available 5 Exploring the Effectiveness of Video Perceptual Representation in Blind Video Quality Assessment Jul 8, 2022 Video Quality Assessment Visual Question Answering (VQA)
Code Code Available 5 Mimic and Fool: A Task Agnostic Adversarial Attack Jun 11, 2019 Adversarial Attack Image Captioning
Code Code Available 5 MHSAN: Multi-Head Self-Attention Network for Visual Semantic Embedding Jan 11, 2020 Image Captioning Image-text Retrieval
Code Code Available 5 Exploring Modulated Detection Transformer as a Tool for Action Recognition in Videos Sep 21, 2022 Action Detection Action Recognition
Code Code Available 5 Exploring Models and Data for Image Question Answering May 8, 2015 Image Segmentation object-detection
Code Code Available 5 Med-PMC: Medical Personalized Multi-modal Consultation with a Proactive Ask-First-Observe-Next Paradigm Aug 16, 2024 Decision Making Medical Visual Question Answering
Code Code Available 5 Are Red Roses Red? Evaluating Consistency of Question-Answering Models Jul 1, 2019 Question Answering valid
Code Code Available 5 Measuring Faithful and Plausible Visual Grounding in VQA May 24, 2023 Question Answering Visual Grounding
Code Code Available 5 Intrinsic Subgraph Generation for Interpretable Graph based Visual Question Answering Mar 26, 2024 Decision Making Explainable artificial intelligence
Code Code Available 5 MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models Feb 28, 2025 Decision Making Hallucination
Code Code Available 5 Explainable and Explicit Visual Reasoning over Scene Graphs Dec 5, 2018 Inductive Bias Visual Question Answering (VQA)
Code Code Available 5 Bayesian Low-Rank LeArning (Bella): A Practical Approach to Bayesian Neural Networks Jul 30, 2024 Visual Question Answering (VQA)
Code Code Available 5 CAST: Cross-modal Alignment Similarity Test for Vision Language Models Sep 17, 2024 cross-modal alignment Question Answering
Code Code Available 5 Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding Mar 18, 2025 document understanding Question Answering
Code Code Available 5 Cascaded Mutual Modulation for Visual Reasoning Sep 6, 2018 Question Answering Visual Question Answering
Code Code Available 5 ActionCOMET: A Zero-shot Approach to Learn Image-specific Commonsense Concepts about Actions Oct 17, 2024 Visual Question Answering (VQA)
Code Code Available 5 CARETS: A Consistency And Robustness Evaluative Test Suite for VQA Mar 15, 2022 Negation Question Generation
Code Code Available 5 MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks Mar 29, 2023 Cross-Modal Retrieval Decoder
Code Code Available 5 