Semi-supervised classification on ImageNet 10% labels 1K (val)
90.1Top-5 AccLEWEL_B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LEWEL_BEpochs=400, Backbone=ResNet-502022.03 | 90.1 | 70.4 | |
| SwAVEpochs=800, Backbone=ResNet-502022.03 | 89.9 | 70.2 | |
| BarlowTw.Epochs=1000, Backbone=ResNet-502022.03 | 89.3 | 69.7 | |
| BYOLEpochs=800, Backbone=ResNet-502022.03 | 89 | 68.8 | |
| LEWEL_BEpochs=200, Backbone=ResNet-502022.03 | 88.9 | 68.7 | |
| BYOLEpochs=200, Backbone=ResNet-50, reproduction=true2022.03 | 88.5 | 68 | |
| SimCLREpochs=1000, Backbone=ResNet-502022.03 | 87.8 | 65.6 | |
| PCLEpochs=200, Backbone=ResNet-502022.03 | 86.5 | — | |
| LEWEL_MEpochs=200, Backbone=ResNet-502022.03 | 84.9 | 62.5 | |
| MoCov2Epochs=200, Backbone=ResNet-50, reproduction=true2022.03 | 84.6 | 61.9 |