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Paper result reproduce #3

@zillur01

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@zillur01

Hi, thanks for your wonderful work. I was trying to reproduce the paper results. I see the README file mentions code selects only 3 demos by default but your code shows 5.

also why only retrieve from this task instead of all 10 tasks and all the demos within? to reproduce the paper result, I believe I will have to use the entire task and offline dataset?

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