Object Localization on VOC 07 (AP@50%)
70.6AP@50%WSCUOD
Evaluation Results
| Method | Links | |
|---|---|---|
| WSCUODBackbone=ViT-S/16, Pre-training=DINO2024.11 | 70.6 | |
| TokenCutBackbone=ViT-S/16, Pre-training=DINO2024.11 | 68.8 | |
| NAVE (N34)Backbone=ResNet50, Pre-training=DINO, Number of clusters (K)=5, Layer settings=N342024.11 | 63.5 | |
| NAVEBackbone=ViT-S/16, Pre-training=DINO, Number of clusters (K)=5, Output block=N:122024.11 | 63.1 | |
| LOSTBackbone=ViT-S/16, Pre-training=DINO2024.11 | 61.9 | |
| NAVE (N234)Backbone=ResNet50, Pre-training=DINO, Number of clusters (K)=5, Layer settings=N2342024.11 | 60.5 | |
| NAVE (N4)Backbone=ResNet50, Pre-training=DINO, Number of clusters (K)=5, Layer settings=N42024.11 | 59.7 | |
| CONE-SHAPBackbone=ViT-S/16, Pre-training=DINO, Number of clusters (K)=10, Output block=N:122024.11 | 51.6 | |
| CONE-SHAPBackbone=ResNet50, Pre-training=DINO, Number of clusters (K)=102024.11 | 47.3 | |
| DINO-segBackbone=ViT-S/16, Pre-training=DINO2024.11 | 45.8 | |
| SLICBackbone=ResNet50, Pre-training=DINO2024.11 | 43.1 | |
| CRAFTBackbone=ResNet50, Pre-training=DINO, Number of clusters (K)=102024.11 | 30.5 |