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Training of image based few shot methods

Hi, how to get results(Table 2) of image based few shot methods(PMMs, PFENet and PPNet) in paper? Should I use their pretrained models to test on Youtube-VIS dataset, or train their models on Youtube-VIS dataset firstly? If training on video dataset is necessary, is it similar with TTI or DANet? could you give me more detail about it?

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