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Lycus99 avatar Lycus99 commented on July 22, 2024

Theoretically, the feature learned by VideoMAE is powerful for video understanding. I wonder to know that is VideoMAE pretrained model useful for other downstream tasks such as action segmentation? the authors do not give the results on Breakfast or Salad50 or GTEA

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makecent avatar makecent commented on July 22, 2024

@Lycus99 For example the AVA dataset for spatial-temporal action deteciton.
Screenshot from 2022-07-14 16-54-58

Comparing the last two rows, pretraining on K700 with further supervised training can get better performance

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Lycus99 avatar Lycus99 commented on July 22, 2024

thank you very much!

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makecent avatar makecent commented on July 22, 2024

I mixed up the concept of "Extra Labels" in the paper and "Extra Data" in the Model Zoo. The checkpoint in "Fine-tune" column should already be "(self + fully) supervised" pretrained.

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