YongchengYAO/MedVision__SFT-m__qwen25vl-7b__TL

Model Card for Model ID

This is a supervised finetuned version of Qwen/Qwen2.5-VL-7B-Instruct.

Model Details

Model Description

• License: CC-BY-NC-4.0
• Finetuned from model: Qwen/Qwen2.5-VL-7B-Instruct

Uses

• Direct use: check Qwen/Qwen2.5-VL-7B-Instruct
• The model is evaluated in the MedVision benchmark

Training Details

Training Data

The model is trained on the MedVision dataset. Specifically, this list defines the training data.

Training Procedure

• 🌟 Tutorial: Supervised Fine-Tuning (SFT) for VLMs on Medical Image Data
• 🧑🏻‍💻 Script: the training script handles dependencies installation, data processing, and SFT training.

Evaluation

See the tumor/lesion (T/L) size estimation results for Qwen2.5VL (7B, SFT_{5K}) on the MedVision project page.

Citation

@misc{yao2025medvisiondatasetbenchmarkquantitative,
      title={MedVision: Dataset and Benchmark for Quantitative Medical Image Analysis}, 
      author={Yongcheng Yao and Yongshuo Zong and Raman Dutt and Yongxin Yang and Sotirios A Tsaftaris and Timothy Hospedales},
      year={2025},
      eprint={2511.18676},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2511.18676}, 
}