Unsupervised Image Classification on Entity30 BREEDS (val)
72.9NMISelf-Classifier
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Self-ClassifierBackbone=ResNet-502021.03 | 72.9 | 53.4 | 29.8 | 81 | |
| SCANBackbone=ResNet-502021.03 | 71.3 | 50.8 | 27.8 | 80 | |
| SeLaBackbone=ResNet-502021.03 | 68.2 | 45.7 | 21.2 | 52.6 | |
| BarlowTBackbone=ResNet-50, Classifier=k-means2021.03 | 67.7 | 45.1 | 20.7 | 73 | |
| DINOBackbone=ResNet-50, Classifier=k-means2021.03 | 66.8 | 43.2 | 18.1 | 73.7 | |
| MoCoV2Backbone=ResNet-50, Classifier=k-means2021.03 | 66.4 | 45.8 | 15.1 | 74.6 | |
| OBoWBackbone=ResNet-50, Classifier=k-means2021.03 | 64.9 | 40.7 | 16.4 | 77.6 | |
| SwAVBackbone=ResNet-50, Classifier=k-means2021.03 | 64.6 | 39.4 | 15.1 | 70.5 |