Unsupervised Classification on CUB200
0.0517PurityCoFi-UCGen (E)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CoFi-UCGen (E)Backbone=ResNet, Dim.=300, Pre-training type=Unsupervised / Self-supervised Pre-training2026.06 | 0.0517 | 0.2516 | |
| DINOBackbone=ViT-B/16, Dim.=768, Pre-training type=Unsupervised / Self-supervised Pre-training2026.06 | 0.0508 | 0.2516 | |
| MSNBackbone=ViT-B/16, Dim.=768, Pre-training type=Unsupervised / Self-supervised Pre-training2026.06 | 0.0472 | 0.2336 | |
| DenseNet121Backbone=DenseNet121, Dim.=1024, Pre-training type=Supervised Pre-training2026.06 | 0.046 | 0.2347 | |
| ResNet-50Backbone=ResNet-50, Dim.=2048, Pre-training type=Supervised Pre-training2026.06 | 0.0457 | 0.2281 | |
| VGG19Backbone=VGG19, Dim.=512, Pre-training type=Supervised Pre-training2026.06 | 0.0417 | 0.2133 | |
| DINOBackbone=ResNet-50, Dim.=2048, Pre-training type=Unsupervised / Self-supervised Pre-training2026.06 | 0.0411 | 0.2153 | |
| MAEBackbone=ViT-B/16, Dim.=768, Pre-training type=Unsupervised / Self-supervised Pre-training2026.06 | 0.032 | 0.1778 | |
| SimCLRBackbone=ResNet-50, Dim.=2048, Pre-training type=Unsupervised / Self-supervised Pre-training2026.06 | 0.0174 | 0.1063 |