alipay / alipay/POA

Can you explain the discrepancy in reported kNN Top-1 between POA and DINOv2-L?

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描述

The first image is your Table 1, and the second is [DINOv2](http://arxiv.org/abs/2304.07193)'s Table 4.

Screen Shot 2024-11-06 at 12 20 59 PM
Screen Shot 2024-11-06 at 12 21 21 PM

The difference between 82.0% as reported in your paper versus 83.5% in DINOv2's is quite large. It's also apparent that DINOv2-L is a patch-size-14 model, not a 16. Are you accounting for this difference by resizing DINO's patch projector? Or just letting the different models have a different number of patches? Or are you feeding them different image sizes?

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