pengyizhang / miadeepssl Goto Github PK

Dear @PengyiZhang ,

Thanks for sharing the great work.

Are there any benchmarks for SSL? e.g., baseline and specific SSL dataset.
Moreover, how do you define the small sample in your title? in other words, how much data can be regarded as small sample for a task? I guess it may depend on specific tasks. e.g. for liver ct segmentation, we can achieve test set Dice 90+ with only 20 training cases. More details can be found in CHAOS.

There are lots of public challenges here. In your opinion, which ones belong to SSL?

Anyway, we really need some benchmarks in SSL.

I'm looking forward to your reply.
Best,
Jun