Image Classification on CIFAR-100 4k labels
28.61Error RateSemCo
Evaluation results
| Method | Links | |
|---|---|---|
| SemCoBackbone=WideResnet-28-2, mu=7, shared_codebase=true2021.04 | 28.61 | |
| SemCoBackbone=WideResnet-28-2, mu=3, shared_codebase=true2021.04 | 29.4 | |
| FixMatchBackbone=WideResnet-28-2, mu=7, shared_codebase=true2021.04 | 31.27 | |
| FixMatchBackbone=WideResnet-28-2, mu=3, shared_codebase=true2021.04 | 32.22 | |
| SHOT-VAEParameter Amount=36.5 M2020.11 | 33.76 | |
| MixMatchParameter Amount=36.5 M2020.11 | 35.62 | |
| Mean TeacherParameter Amount=36.5 M2020.11 | 36.63 | |
| PLCBBackbone=CNN-132021.04 | 37.55 | |
| SHOT-VAEParameter Amount=1.5 M2020.11 | 40.58 | |
| LPParameter Amount=1.5 M2020.11 | 43.73 | |
| Mean TeacherParameter Amount=1.5 M2020.11 | 44.71 | |
| CT-GANParameter Amount=1.5 M2020.11 | 45.11 | |
| MixupParameter Amount=1.5 M2020.11 | 46.61 |