MTBBench is a benchmark designed to evaluate the reasoning capabilities of multimodal large language models (LLMs) in complex clinical decision-making scenarios. It focuses on two core challenges in oncology: multimodal integration (e.g., pathology, genomics, radiology) and longitudinal reasoning across patient timelines.
☆41Oct 23, 2025Updated 10 months ago
Alternatives and similar repositories for mtbbench
Users that are interested in mtbbench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making☆17Oct 23, 2025Updated 10 months ago
- A Python package for integrating, processing, and analyzing incomplete multi-modal datasets.☆26Jul 7, 2026Updated last month
- A foundation model framework for analyzing multiplexed tissue imaging data across molecular, cellular and tissue scales enabling clinical…☆137Updated this week
- ☆76Jul 18, 2024Updated 2 years ago
- [MICCAI 2026] A longitudinal, multimodal algorithm for multi-tumor segmentation (learning from reports).☆15Updated this week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Multimodal foundation model predicting transcriptome-wide virtual spatial transcriptomics from histology.☆48Aug 12, 2026Updated 2 weeks ago
- ViDRiP-LLaVA: A Dataset and Benchmark for Diagnostic Reasoning from Pathology Videos☆25May 21, 2025Updated last year
- Official implementation of "PathReasoner-R1: Instilling Structured Reasoning into Pathology Vision-Language Model via Knowledge-Guided Po…☆28Jan 28, 2026Updated 7 months ago
- [AAAI 2026] LungNoduleAgent: A Collaborative Multi-Agent System for Precision Diagnosis of Lung Nodules☆39Jul 28, 2026Updated last month
- ☆19May 8, 2026Updated 3 months ago
- ☆31Jun 9, 2025Updated last year
- Agentic System, Tool Use, Electronic Health Record, Large Language Models, Clinical Nature Language Processing☆24Apr 13, 2026Updated 4 months ago
- MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis☆23Jun 13, 2025Updated last year
- The benchmark tasks and evaluation harness for "PhysicianBench: Evaluating LLM Agents in Real-World EHR Environments".☆52Aug 13, 2026Updated 2 weeks ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆36Aug 10, 2026Updated 3 weeks ago
- ☆33Jun 24, 2025Updated last year
- [ECCV 2026] A Patient-First Foundation Model for Computational Pathology☆27Jul 22, 2026Updated last month
- Expert-Curated Oncology Reports to Advance Language Model Inference☆34Apr 17, 2024Updated 2 years ago
- ☆55Jun 23, 2024Updated 2 years ago
- MedRAX-2☆25Apr 3, 2026Updated 4 months ago
- [NeurIPS 2025] ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World☆144Aug 18, 2024Updated 2 years ago
- [MICCAI‘25 Early Accept] MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-shot Dermatological Assessment☆24Feb 27, 2026Updated 6 months ago
- [NeurIPS 2025 DB Spotlight] MedSG-Bench: A Benchmark for Medical Image Sequences Grounding☆19Oct 6, 2025Updated 10 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Conveniently process a dictionary of anndatas☆23Apr 17, 2026Updated 4 months ago
- ☆43Updated this week
- Drug Response Prediction and Biomarker Discovery Using Multi-Modal Deep Learning☆14Apr 24, 2024Updated 2 years ago
- "Large Language Models for Disease Diagnosis: A Scoping Review" (npj Artificial Intelligence 2025)☆18Mar 28, 2026Updated 5 months ago
- Comprehensive, open-source Whole Slide Image (WSI) dataset☆60Jun 4, 2025Updated last year
- ☆72Jul 11, 2026Updated last month
- Graph AI generates neurological hypotheses validated in molecular, organoid, and clinical systems☆34Dec 27, 2025Updated 8 months ago
- DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)☆27Mar 6, 2025Updated last year
- Official implementation of Cererba☆22Jul 4, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆20Apr 8, 2025Updated last year
- The repository of the ACCV 2024 paper "FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Ge…☆12Aug 15, 2026Updated 2 weeks ago
- This is the official repository for our paper "Doctor-R1: Mastering Clinical Inquiry with Experiential Agentic Reinforcement Learning" pu…☆56Apr 11, 2026Updated 4 months ago
- [2026 ICLR] The official code for MedAgent_Pro☆193May 12, 2026Updated 3 months ago
- ☆50Apr 28, 2026Updated 4 months ago
- ☆48Feb 26, 2025Updated last year
- ☆25Dec 20, 2022Updated 3 years ago