| Q2ATransformer: Improving Medical VQA via an Answer Querying Decoder | Apr 4, 2023 | ClassificationDecoder | —Unverified | 0 |
| RepsNet: Combining Vision with Language for Automated Medical Reports | Sep 27, 2022 | Contrastive LearningDecoder | —Unverified | 0 |
| R-LLaVA: Improving Med-VQA Understanding through Visual Region of Interest | Oct 27, 2024 | Medical Visual Question AnsweringMultiple-choice | —Unverified | 0 |
| SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning | Jun 26, 2025 | In-Context LearningMedical Visual Question Answering | —Unverified | 0 |
| Structure Causal Models and LLMs Integration in Medical Visual Question Answering | May 5, 2025 | Causal InferenceMedical Visual Question Answering | —Unverified | 0 |
| TM-PATHVQA:90000+ Textless Multilingual Questions for Medical Visual Question Answering | Jul 16, 2024 | Medical Visual Question AnsweringQuestion Answering | —Unverified | 0 |
| Toward Effective Reinforcement Learning Fine-Tuning for Medical VQA in Vision-Language Models | May 20, 2025 | Medical Visual Question AnsweringQuestion Answering | —Unverified | 0 |
| Tri-VQA: Triangular Reasoning Medical Visual Question Answering for Multi-Attribute Analysis | Jun 21, 2024 | AttributeMedical Visual Question Answering | —Unverified | 0 |
| Med-PMC: Medical Personalized Multi-modal Consultation with a Proactive Ask-First-Observe-Next Paradigm | Aug 16, 2024 | Decision MakingMedical Visual Question Answering | CodeCode Available | 0 |
| Kvasir-VQA-x1: A Multimodal Dataset for Medical Reasoning and Robust MedVQA in Gastrointestinal Endoscopy | Jun 11, 2025 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 0 |
