Zielon / MICA

MICA - Towards Metrical Reconstruction of Human Faces [ECCV2022]
https://zielon.github.io/mica/
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the performance based on DECA and MICA #25

Closed liushengtong-nreal closed 2 years ago

liushengtong-nreal commented 2 years ago

In your paper table5 shows, why DECA-based methods lead to huge overfitting when using fine-tuning of partial layers or entire pipeline, but the MICA can get better performace? thanks

Zielon commented 2 years ago

I don't understand the question. If this is what you are asking, DECA needs more data to train.

liushengtong-nreal commented 2 years ago

Sorry, I didn't ask clearly. Why the red line get better performace than the blue line, but the green line get worse performance than the yellow line?
You state in your research that this may be due to fine-tuning of partial layers or entire pipeline leads to huge overfitting of the training data。Why does this happen to DECA but not to MICA?

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