Program-Verified Self-Evolution for Vision-Language Models
Verifiable QA Generation for Self-Evolving Models (VQS) is presented, which changes how the model judges answers and improves Qwen3-VL by up to 3.18 points at the 2B, 4B, and 8B scales and outperforms the strongest self-evolving baseline at each.
Ahmed Heakl, Sungik Choi, Moontae Lee et al.
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