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HongxiaLee / FedOTP

Global and Local Prompts Cooperation via Optimal Transport for Federated Learning
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Some results are exactly the same as pFedPrompt paper Table 1 #2

Open liuxingzhang opened 6 months ago

liuxingzhang commented 6 months ago

Thank you for your amazing work and open-souring the implementation.

I wonder why in the Table 1 of your paper, the results of

are exactly the same (same mean and same std) as the corresponding results in pFedPrompt paper's [1] Table 1? If the federated dataset partition and the seeds for running these experiments are the same as pFedPrompt's experiments, why are the results of PromptFL and PromptFL+FedProx in your experiments different from theirs?

[1] Guo, Tao, Song Guo, and Junxiao Wang. "Pfedprompt: Learning personalized prompt for vision-language models in federated learning." In Proceedings of the ACM Web Conference 2023, pp. 1364-1374. 2023.

snow-zhai commented 6 months ago

I have the same questions. Could you open all the baseline source code? Thank you,