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ChinaYi avatar ChinaYi commented on September 7, 2024

Hi, there are some differences in the evaluation between (50salads, breakfast) and GTEA. For 50salads and breakfast, the action_start, action end and the SIL are evaluated as normal actions, while the background in GTEA is not. If you take a close look at the annotation file, you can find that action_start, action end, SIL only happens at the beginning and end of the video, while background happens in every two continuous normal actions in GTEA.

Actually, the eval code is adapted from MS-TCN, which is further adapted from ED-TCN(2017). The same evaluation manner has been used to ensure the comparability of results.

from asformer.

ZijiaLewisLu avatar ZijiaLewisLu commented on September 7, 2024

Hi,

Thanks for clarification. I found the evaluation protocol of MSTCN is a bit confusing. I read its code before and at that time I assumed they changed the class name according to dataset and just did not take the trouble to auto-change it in the released code. Have you checked with MSTCN's author on that?

from asformer.

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