[Detection] Is there any way to output detection confidence?

[lin-whale]

When I detect objects using miniGPT-v2, I find that the model always output a detection bounding box whether there is or not an object described by input. I don't konw how to solve this problem of hallucination. Maybe the model can output detection confidence? Or any other better way? Thanks for your fantastic work and release.

Problem examples: