Image Classification on Mini-ImageNet (1000 labels)
55.35Error RateSemCo
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SemCoBackbone=Resnet-18, mu=3, shared_codebase=true2021.04 | 55.35 | — | |
| PLCBBackbone=Resnet-182021.04 | 56.49 | — | |
| SemCoBackbone=Resnet-18, mu=7, shared_codebase=true2021.04 | 59.35 | — | |
| MixMatchBackbone=Resnet-18, shared_codebase=true2021.04 | 60.97 | — | |
| FixMatchBackbone=Resnet-18, mu=7, shared_codebase=true2021.04 | 60.97 | — | |
| FixMatchBackbone=Resnet-18, mu=3, shared_codebase=true2021.04 | 66.23 | — | |
| Label PropagationBackbone=Resnet-182021.04 | 70.29 | — | |
| Mean teacherBackbone=Resnet-182021.04 | 72.51 | — | |
| CoMatchBackbone=ResNet-182022.03 | — | 43.72 | |
| CoMatchBackbone=Wide ResNet2022.03 | — | 59.88 | |
| FixMatchBackbone=ResNet-182022.03 | — | 39.03 | |
| FixMatchBackbone=Wide ResNet2022.03 | — | 58.45 | |
| MutexMatchBackbone=ResNet-182022.03 | — | 48.04 | |
| MutexMatchBackbone=Wide ResNet2022.03 | — | 60.86 |