Semi-supervised classification on ImageNet 1% labels 1K (val)
83.2Top-5 AccuracyLEWEL_B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LEWEL_BEpochs=400, Backbone=ResNet-502022.03 | 83.2 | 59.8 | |
| LEWEL_BEpochs=200, Backbone=ResNet-502022.03 | 79.9 | 56.1 | |
| BarlowTw.Epochs=1000, Backbone=ResNet-502022.03 | 79.2 | 55 | |
| BYOLEpochs=200, Backbone=ResNet-50, reproduction=true2022.03 | 78.8 | 54.8 | |
| SwAVEpochs=800, Backbone=ResNet-502022.03 | 78.5 | 53.9 | |
| BYOLEpochs=800, Backbone=ResNet-502022.03 | 78.4 | 53.2 | |
| SimCLREpochs=1000, Backbone=ResNet-502022.03 | 75.5 | 48.3 | |
| PCLEpochs=200, Backbone=ResNet-502022.03 | 75.3 | — | |
| MoCov2Epochs=200, Backbone=ResNet-50, reproduction=true2022.03 | 72.3 | 43.8 | |
| LEWEL_MEpochs=200, Backbone=ResNet-502022.03 | 71.1 | 45.1 |