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Reproducing results on NUS-WIDE

Open fmy7834 opened this issue 2 years ago • 3 comments

Hello~, I'm interested in your work and reproducing experiment results with your code. I find that the mAP in ZSL setting on NUS-WIDE dataset after first-stage training is 42.2 using the checkpoint provided, but the result I reproduced is around 36. Other results like F1 or in GZSL setting are close with your results. I follow the settings and hyperparameters in the paper. I cannot find the reason. Could you help me?

fmy7834 avatar Sep 22 '23 08:09 fmy7834

Hi @fmy7834 Could you share the nus_wide_train.h5 file and nus_wide_test.h5 file?Thank you very much! [email protected]

MoonBunnyZZZ avatar Oct 18 '24 08:10 MoonBunnyZZZ

@fmy7834 Hello, I would like to ask how the first step of Preparation, "Download pretrained VLP(ViT-B/16) model from OpenAI CLIP.", can you tell me? Thank you

X-7D1C11010 avatar Apr 01 '25 08:04 X-7D1C11010

@MoonBunnyZZZ Hello, I would like to ask how the first step of Preparation, "Download pretrained VLP(ViT-B/16) model from OpenAI CLIP.", can you tell me? Thank you

X-7D1C11010 avatar Apr 01 '25 08:04 X-7D1C11010