Table 5:
Pre-training | Mean AUC |
---|---|
Random | 0.9037±0.0132 |
ImageNet | 0.9473±0.0012 |
pirl | 0.8917±0.0261 |
moco-v2 | 0.8920±0.0292 |
moco-v1 | 0.9029±0.0192 |
infomin | 0.9036±0.0184 |
insdis | 0.9116±0.0111 |
simclr-v2 | 0.9366±0.0029 |
pcl-v2 | 0.9378±0.0031 |
pcl-vl | 0.9434±0.0020 |
simclr-v1 | 0.9545±0.0011 |
byol | 0.9563±0.0005 |
swav | 0.9563±0.0010 |
barlow-twins | 0.9566±0.0007 |
sela-v2 | 0.9568±0.0029 |
deepcluster-v2 | 0.9568±0.0006 |