EndoVQA-Instruct-trainval 和EndoBench 的区别

[Huster-Hq]

您好，我想请问一下EndoVQA-Instruct-trainval 和EndoBench 的区别是什么？他们在您的流程中分别发挥了怎样的作用？

[Saint-lsy]

Our dataset construction involves collecting 20 public and 1 private endoscopy datasets and standardizing QA pairs, yielding 446,535 VQA pairs comprising our EndoVQA-Instruct dataset, the current largest endoscopic instruction-tuning collection. From EndoVQA-Instruct, we extract representative pairs that undergo rigorous clinical review, resulting in our final EndoBench of 6,832 clinically validated VQA pairs.

感谢关注，具体细节可以参见Paper

[Huster-Hq]

感谢回复，所以是ndoVQA-Instruct用于模型训练和验证挑选，EndoBench仅用于模型性能测试？

[Saint-lsy]

是的，EndoVQA-Instruct可供研究者用于模型训练验证，我们本文的主要贡献是数据构建，并未训练模型