Unsupervised Image Classification on Entity13 BREEDS (val)
73.6NMISelf-Classifier
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Self-ClassifierBackbone=ResNet-502021.03 | 73.6 | 54.1 | 30.7 | 84.4 | |
| SCANBackbone=ResNet-502021.03 | 72.4 | 52.3 | 29.2 | 83.7 | |
| BarlowTBackbone=ResNet-50, Classifier=k-means2021.03 | 68.2 | 45.5 | 20.5 | 77.7 | |
| SeLaBackbone=ResNet-502021.03 | 67.6 | 44.8 | 19.4 | 50.7 | |
| MoCoV2Backbone=ResNet-50, Classifier=k-means2021.03 | 67.3 | 46.6 | 14.7 | 79 | |
| DINOBackbone=ResNet-50, Classifier=k-means2021.03 | 67.2 | 43.7 | 18 | 78.2 | |
| OBoWBackbone=ResNet-50, Classifier=k-means2021.03 | 66.4 | 42.3 | 17.5 | 82.2 | |
| SwAVBackbone=ResNet-50, Classifier=k-means2021.03 | 64.8 | 39.9 | 15.2 | 75.6 |