How to evaluate a Content-Based Image Retrieval(CBIR) without groundtruth.

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I am doing a project on CBIR. But my dataset does not have ground truth. How can I evaluate the performance of CBIR model without having a ground truth?
Related categories: Python Data Science Pytorch Deep Learning