Unsupervised Image Classification on Living17 BREEDS (val)
71.8NMISeLa
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SeLaBackbone=ResNet-502021.03 | 71.8 | 53.9 | 29.7 | 80.8 | |
| Self-ClassifierBackbone=ResNet-502021.03 | 67.2 | 51.8 | 26.4 | 90.8 | |
| SCANBackbone=ResNet-502021.03 | 65.2 | 49.4 | 25.3 | 92.5 | |
| BarlowTBackbone=ResNet-50, Classifier=k-means2021.03 | 64.7 | 47.2 | 22.2 | 88 | |
| DINOBackbone=ResNet-50, Classifier=k-means2021.03 | 63.8 | 45.1 | 19.6 | 88.2 | |
| MoCoV2Backbone=ResNet-50, Classifier=k-means2021.03 | 61.2 | 45.7 | 16.3 | 89.7 | |
| SwAVBackbone=ResNet-50, Classifier=k-means2021.03 | 61 | 40.3 | 15.7 | 85.2 | |
| OBoWBackbone=ResNet-50, Classifier=k-means2021.03 | 53.8 | 34 | 12 | 91.1 |