GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI.
☆86Dec 17, 2024Updated last year
Alternatives and similar repositories for GMAI-MMBench
Users that are interested in GMAI-MMBench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2025] MedRegA: Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks☆45Oct 18, 2025Updated 8 months ago
- [ACL 2025] Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging☆40Jun 4, 2025Updated last year
- GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI.☆94Apr 13, 2026Updated 2 months ago
- [MICCAI 2024] Official code for the paper "MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation"☆14Nov 1, 2024Updated last year
- [MICCAI2024&RedJournal2026] Is deep learning ready for abdominal organ-at-risk segmentation in the foundation model era: A comprehensive …☆62Jul 30, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Pyramid Attention Network for Medical Image Registration (ISBI 2024)☆16Feb 6, 2025Updated last year
- Implementation of the paper LIMITR: Leveraging Local Information for Medical Image-Text Representation☆17Feb 8, 2024Updated 2 years ago
- Official Code for All-in-One Medical Image Re-Identification (CVPR2025)☆20Jan 11, 2026Updated 5 months ago
- [IEEE TPAMI] Anomaly Detection in Chest X-ray☆25Jul 30, 2024Updated last year
- The official code of GEMINI - Homeomorphism Prior for Representation Learning (accepted by TPAMI 2025)☆12Apr 1, 2025Updated last year
- [ICLR 2025] This is the official repository of our paper "MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations…☆410Jul 11, 2025Updated 11 months ago
- A generalist foundation model for healthcare capable of handling diverse medical data modalities.☆98Apr 30, 2026Updated last month
- ☆21Mar 19, 2025Updated last year
- Chest X-Ray Explainer (ChEX)☆24Jan 30, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation☆14Aug 15, 2023Updated 2 years ago
- [BMVC 2024] On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models☆15Nov 1, 2024Updated last year
- This is a joint project between Helmholtz Imaging (located at DKFZ) and Lin Yang and Otmar Schmid (Helmholtz Munich).☆13Nov 6, 2024Updated last year
- [TACL/EMNLP'24] Do Vision and Language Models Share Concepts? A Vector Space Alignment Study☆16Nov 22, 2024Updated last year
- ☆73Feb 3, 2025Updated last year
- Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline☆262Feb 27, 2025Updated last year
- The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up un…☆371Sep 3, 2024Updated last year
- [npj Digital Medicine] The official repository for "Large-Vocabulary Segmentation for Medical Images with Text Prompts"☆301Dec 29, 2025Updated 5 months ago
- A list of VLMs tailored for medical RG and VQA; and a list of medical vision-language datasets☆225Mar 19, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆32Sep 14, 2024Updated last year
- Official code of paper "GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis" [ICCV 2025]☆48Jun 29, 2025Updated 11 months ago
- [In Progressing]HaN5K: A project to develop foundation models for structure delineation in head and neck radiotherapy based on more than …☆17Dec 25, 2023Updated 2 years ago
- A collection of resources on applications of multi-modal learning in medical imaging.☆966Jun 4, 2026Updated 2 weeks ago
- The official repository to build SAT-DS, a medical data collection of over 72 public segmentation datasets, contains over 22K 3D images, …☆152Dec 3, 2025Updated 6 months ago
- EMNLP'22 | MedCLIP: Contrastive Learning from Unpaired Medical Images and Texts☆690Apr 12, 2024Updated 2 years ago
- [ML4H'25] MedVLThinker: Simple Baselines for Multimodal Medical Reasoning☆59Dec 21, 2025Updated 5 months ago
- Official implementation of MedCLIP-SAM (MICCAI 2024)☆142Jul 20, 2025Updated 10 months ago
- A nnU-Netv2 based acceleration solution for Abdominal organs and tumor segmentation.☆21Nov 24, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [ECCV 2024] Official Implementation of 《WSI-VQA: Interpreting Whole Slide Image by Generative Question Answering》☆66Dec 18, 2024Updated last year
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆36Jul 2, 2023Updated 2 years ago
- [NeurIPS'24] CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models☆81Dec 4, 2024Updated last year
- SAM Adaptation using SVD☆12Jul 13, 2025Updated 11 months ago
- PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy☆32Dec 17, 2024Updated last year
- A Survey on Benchmarks of Multimodal Large Language Models☆154Jun 12, 2026Updated last week
- Source code for MICCAI 2022 paper entitled: 'Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification'☆36Jan 13, 2023Updated 3 years ago