| Improving Selective Visual Question Answering by Learning from Your Peers | Jun 14, 2023 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation | Jan 6, 2025 | Language Model EvaluationLanguage Modeling | CodeCode Available | 1 |
| Localized Questions in Medical Visual Question Answering | Jul 3, 2023 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 1 |
| CLIP-Guided Vision-Language Pre-training for Question Answering in 3D Scenes | Apr 12, 2023 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| In Defense of Grid Features for Visual Question Answering | Jan 10, 2020 | Image CaptioningQuestion Answering | CodeCode Available | 1 |
| InstructionGPT-4: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4 | Aug 23, 2023 | Instruction FollowingQuestion Answering | CodeCode Available | 1 |
| Just Ask: Learning to Answer Questions from Millions of Narrated Videos | Dec 1, 2020 | Question AnsweringQuestion Generation | CodeCode Available | 1 |
| BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs | Mar 2, 2023 | ArticlesMedical Visual Question Answering | CodeCode Available | 1 |
| MangaVQA and MangaLMM: A Benchmark and Specialized Model for Multimodal Manga Understanding | May 26, 2025 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations | Apr 5, 2022 | Explanation GenerationQuestion Answering | CodeCode Available | 1 |
| I Can't Believe There's No Images! Learning Visual Tasks Using only Language Supervision | Nov 17, 2022 | Image CaptioningQuestion Answering | CodeCode Available | 1 |
| Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models | Dec 15, 2023 | Image CaptioningIn-Context Learning | CodeCode Available | 1 |
| CLEVR-Math: A Dataset for Compositional Language, Visual and Mathematical Reasoning | Aug 10, 2022 | MathMathematical Reasoning | CodeCode Available | 1 |
| I2I: Initializing Adapters with Improvised Knowledge | Apr 4, 2023 | Continual LearningQuestion Answering | CodeCode Available | 1 |
| CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers | May 27, 2023 | Image CaptioningImage Retrieval | CodeCode Available | 1 |
| IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning | Oct 25, 2021 | Arithmetic ReasoningMathematical Question Answering | CodeCode Available | 1 |
| An Approach to Solving the Abstraction and Reasoning Corpus (ARC) Challenge | Jun 6, 2023 | ARCQuestion Answering | CodeCode Available | 1 |
| How to Configure Good In-Context Sequence for Visual Question Answering | Dec 4, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 1 |
| CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding Evaluation | Jul 1, 2024 | Image-text RetrievalQuestion Answering | CodeCode Available | 1 |
| Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering | Apr 22, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| Cross-modal Information Flow in Multimodal Large Language Models | Nov 27, 2024 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| Cross-Modality Relevance for Reasoning on Language and Vision | May 12, 2020 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| BackdoorMBTI: A Backdoor Learning Multimodal Benchmark Tool Kit for Backdoor Defense Evaluation | Nov 17, 2024 | Action Recognitionbackdoor defense | CodeCode Available | 1 |
| CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning | Dec 20, 2016 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| Comprehensive Visual Question Answering on Point Clouds through Compositional Scene Manipulation | Dec 22, 2021 | Common Sense ReasoningQuestion Answering | CodeCode Available | 1 |
