Any zero-shot/few-shot action recognition data on EPIC-Kitchens?

[vineetparikh]

Hi there, thanks so much for open-sourcing this! This looks super cool!

Is there any zero-shot/few-shot action recognition baseline for EPIC-Kitchens using EgoVLP? It looks like this model has downstream baselines for action recognition (including zero-shot/few-shot) on Charades, and for multi-instance retrieval for EPIC-Kitchens, but are there baselines on zero-shot/few-shot on EPIC-Kitchens? If not, what checkpoint would you recommend I start from to train a zero-shot or few-shot baseline for action recognition?

Thanks again for your help,
Vineet

[QinghongLin]

hi @vineetparikh ,
We have not performed the action recognition experiments on EPIC yet, if you want to conduct experiments, I recommend you use the checkpoint EgoVLP_PT_BEST for zero-shot or fine-tuning, and you can regarding the class label as text, the way like Charades-Ego.

If you have tried it, can you have an update for me, we are looking forward this!