diff --git a/examples/few_shot/README.md b/examples/few_shot/README.md index 633a75d81a71d..54878ee06136f 100644 --- a/examples/few_shot/README.md +++ b/examples/few_shot/README.md @@ -12,11 +12,11 @@ Few-Shot Learning 旨在研究如何从少量有监督的训练样本中学习 | 算法 | 预训练模型 | Score | eprstmt | bustm | ocnli | csldcp | tnews | cluewsc | iflytek | csl | chid | | ------------ | ------------ | ------------ | ------------ | ------------ | ------------ | ------------ | ------------ | ------------ |------------ | ------------ | ---------- | | P-tuning | ERNIE-1.0 | 55.70 | 83.28 | 63.43 | 35.36 | 60.54 | 50.02 | 54.51 | 50.14 | 54.93 | 41.16 | -| P-tuning+R-Drop | ERNIE-1.0 | 56.23 | 83.11 | 64.56 | 35.71 | 61.88 | 57.51 | 54 | 52 | 56.3 | 41 | +| P-tuning+R-Drop | ERNIE-1.0 | 56.37 | 83.61 | 64.39 | 35.71 | 61.57 | 58.06 | 53.48 | 51.68 | 57.72 | 41.09 | | EFL | ERNIE-1.0 | 54.47 | 84.10 | 60.10 | 35.12 | 56.61 | 56.57 | 53.59 | 46.37 | 61.21 | 36.56 | -| EFL+R-Drop | ERNIE-1.0 | 56.94 | 87 | 62.75 | 37.54 | 53.98 | 56.77 | 56.87 | 48.54 | 62.19 | 46.85 | +| EFL+R-Drop | ERNIE-1.0 | 57.20 | 86.56 | 62.81 | 37.66 | 53.98 | 56.27 | 56.97 | 48.54 | 62.44 | 46.35 | | PET | ERNIE-1.0 | 56.63 | 86.88 | 61.90 | 36.90 | 61.10 | 56.51 | 55.02 | 50.31 | 59.72 | 41.35 | -| PET+R-Drop | ERNIE-1.0 | 57.37 | 87.54 | 63.66 | 36.46 | 62.5 | 58.91 | 56.25 | 53.46 | 57.22 | 40.31 | +| PET+R-Drop | ERNIE-1.0 | 57.25 | 87.54 | 62.87 | 36.83 | 62.16 | 58.91 | 55.84 | 53.46 | 57.29 | 40.31 | ## Models - [P-tuning](./p-tuning)