# A pipeline for synthetic data generation using the VLM-as-judge method

- Source: Guyuehome
- Published: 2026-10-29T06:22:00.000Z
- RoboHot: https://robohot.news/en/items/j50ilrjshedb5rw7t54j5ps0x
- Original: https://www.guyuehome.com/detail?id=2069011729297207298

## Summary

When building a visual question answering (VQA) dataset, the most naive approach is to use a multimodal model to generate and store one answer for each image and each question. This pipeline uses the VLM-as-judge method for synthetic data generation.