| Learning Trimodal Relation for AVQA with Missing Modality | Jul 23, 2024 | Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA) | CodeCode Available | 1 | 5 |
| Linearly Mapping from Image to Text Space | Sep 30, 2022 | Image CaptioningImage to text | CodeCode Available | 1 | 5 |
| EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images | Oct 28, 2023 | Decision MakingMedical Visual Question Answering | CodeCode Available | 1 | 5 |
| A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration | Mar 25, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Faithful Multimodal Explanation for Visual Question Answering | Sep 8, 2018 | Explanatory Visual Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Expressive Scene Graph Generation Using Commonsense Knowledge Infusion for Visual Understanding and Reasoning | May 31, 2022 | Common Sense ReasoningGraph Generation | CodeCode Available | 1 | 5 |
| CLIP-Guided Vision-Language Pre-training for Question Answering in 3D Scenes | Apr 12, 2023 | Question AnsweringVisual Question Answering | CodeCode Available | 1 | 5 |
| Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering | Apr 18, 2024 | Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA) | CodeCode Available | 1 | 5 |
| ConceptBert: Concept-Aware Representation for Visual Question Answering | Nov 1, 2020 | Common Sense ReasoningQuestion Answering | CodeCode Available | 1 | 5 |
| Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts | Feb 17, 2021 | Caption GenerationDiversity | CodeCode Available | 1 | 5 |
| CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations | Apr 5, 2022 | Explanation GenerationQuestion Answering | CodeCode Available | 1 | 5 |
| Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language Bootstrapping | Oct 11, 2024 | MMEQuestion Answering | CodeCode Available | 1 | 5 |
| Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features | Jan 14, 2020 | ClassificationDiversity | CodeCode Available | 1 | 5 |
| Consistency-preserving Visual Question Answering in Medical Imaging | Jun 27, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 1 | 5 |
| LIVE: Learnable In-Context Vector for Visual Question Answering | Jun 19, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 | 5 |
| ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of Pneumothorax | Mar 2, 2023 | DescriptiveImage Captioning | CodeCode Available | 1 | 5 |
| CLEVR-Math: A Dataset for Compositional Language, Visual and Mathematical Reasoning | Aug 10, 2022 | MathMathematical Reasoning | CodeCode Available | 1 | 5 |
| Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning | Mar 20, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-Attention | Nov 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA | Jun 30, 2022 | Question AnsweringRetrieval | CodeCode Available | 1 | 5 |
| BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs | Mar 2, 2023 | ArticlesMedical Visual Question Answering | CodeCode Available | 1 | 5 |
| Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline | Dec 5, 2019 | Language ModellingRepresentation Learning | CodeCode Available | 1 | 5 |
| CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning | Dec 20, 2016 | DiagnosticQuestion Answering | CodeCode Available | 1 | 5 |
| Comprehensive Visual Question Answering on Point Clouds through Compositional Scene Manipulation | Dec 22, 2021 | Common Sense ReasoningQuestion Answering | CodeCode Available | 1 | 5 |
| EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering | Dec 19, 2023 | ObjectObject Counting | CodeCode Available | 1 | 5 |
