| MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks | May 18, 2025 | BenchmarkingMedical Visual Question Answering | CodeCode Available | 1 |
| MedCoT: Medical Chain of Thought via Hierarchical Expert | Dec 18, 2024 | DiagnosticMedical Visual Question Answering | CodeCode Available | 1 |
| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 |
| MC-CoT: A Modular Collaborative CoT Framework for Zero-shot Medical-VQA with LLM and MLLM Integration | Oct 6, 2024 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 1 |
| MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models | Sep 23, 2024 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Surgical-VQLA++: Adversarial Contrastive Learning for Calibrated Robust Visual Question-Localized Answering in Robotic Surgery | Aug 9, 2024 | Contrastive LearningMedical Visual Question Answering | CodeCode Available | 1 |
| STLLaVA-Med: Self-Training Large Language and Vision Assistant for Medical Question-Answering | Jun 28, 2024 | Medical DiagnosisMedical Question Answering | CodeCode Available | 1 |
| Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA | May 30, 2024 | DiagnosticMedical Diagnosis | CodeCode Available | 1 |
| LaPA: Latent Prompt Assist Model For Medical Visual Question Answering | Apr 19, 2024 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems & Hallucinations | Feb 10, 2024 | DiagnosticHallucination | CodeCode Available | 1 |
