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Where to find the Evaluation Scripts for InstructBLIP paper's Table 1?

Open weiyueli7 opened this issue 1 year ago • 2 comments

Hello,

I wonder where can I find all of the evaluation scripts (or partial) to reproduce Table 1 of the InstructBLIP paper. I tried to reproduce the evaluation results for some of the dataset but it is much worse than what the paper has mentioned. Therefore I would like to see the scripts so that I can figure out what goes wrong.

I am referring to the table here

Screenshot 2023-06-28 at 11 03 12 AM

Thank you!

weiyueli7 avatar Jun 28 '23 03:06 weiyueli7

I also met the same problem. For example, I only achieve the 40.72acc on the GQA test-dev for vicuna7b. And my used checkpoint is just the weight recorded in lavis/config/models/blip2_instruct_vicuna7b.yaml. https://storage.googleapis.com/sfr-vision-language-research/LAVIS/models/InstructBLIP/instruct_blip_vicuna7b_trimmed.pth

Do you address it?

SZhanZ avatar Aug 24 '23 11:08 SZhanZ

Could you provide evaluation script or implementation guideline for okvqa?Sincere thanks! @SZhanZ @weiyueli7

Fym68 avatar Mar 05 '24 09:03 Fym68