- Minimum dependency.
- Easy to reproduce.
Cifar10 | Cifar100 | STL10 | |
---|---|---|---|
SimCLR | ✔️ | ✔️ | |
BYOL | |||
MoCo |
Cifar10 | Cifar100 | STL10 | |
---|---|---|---|
SimCLR | 91.76 | 65.86 | |
BYOL | 92.48 | 68.53 | |
MoCo |
Cifar10 | Cifar100 | STL10 | |
---|---|---|---|
SimCLR | 93.23 | 67.43 | |
BYOL | |||
MoCo |
Implement some self-supervised learning frameworks on small datasets that easy to use.
Python