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Re:Sharpened Cosine Distance as an Alternative for Convolutions by fxtentacle on Friday July 22, 2022 @01:19PM (#32194537)
In my opinion, this looks promising:

https://github.com/stevenwalton/SCS-CCT

4% improvement over Compact Transformers, which is considered SOTA

EDIT: As meragrin_ pointed out, I read the graph the wrong way. It's actually 4% worse. Sorry.

Re:Sharpened Cosine Distance as an Alternative for Convolutions by meragrin_ on Friday July 22, 2022 @02:08PM (#32195223)
Where do you see improvement? According to the graph and text, there is a 4% decrease in performance. It is slightly worse.