[leereeves]

This appears to be SOTA on SuperGLUE with few-shot learning.

PET (well, a version called iPET from the same author) is at #9 on the SuperGLUE leaderboard [1], and none of the models above it mention being evaluated by few-shot learning.

1: https://super.gluebenchmark.com/leaderboard/

[Veedrac]

The results reported there are what most people would call ‘semi-supervised learning’, not ‘few-shot’. The true few-shot results are in a few places in the paper, https://arxiv.org/abs/2009.07118, labeled with ‘- dist’.