Unsupervised Segmentation on COCO-Stuff (val)
21.9mIoUCrOC
Evaluation results
| Method | Links | |
|---|---|---|
| CrOCBackbone=ViT-S/16, Pre-training dataset=CC+2023.03 | 21.9 | |
| CrOCBackbone=ViT-S/16, Pre-training dataset=CC2023.03 | 20 | |
| SoCoBackbone=ResNet50, Pre-training dataset=IN2023.03 | 18.9 | |
| DenseCLBackbone=ResNet50, Pre-training dataset=IN2023.03 | 16.9 | |
| ReSimBackbone=ResNet50, Pre-training dataset=IN2023.03 | 16.6 | |
| VICRegLBackbone=ResNet50, Pre-training dataset=IN2023.03 | 16 | |
| DINOBackbone=ViT-S/16, Pre-training dataset=CC2023.03 | 14 | |
| ORLBackbone=ResNet50, Pre-training dataset=CC+2023.03 | 13.7 | |
| MAEBackbone=ViT-S/16, Pre-training dataset=CC2023.03 | 13.6 | |
| CP2Backbone=ViT-S/16, Pre-training dataset=IN2023.03 | 13.6 | |
| PixProBackbone=ResNet50, Pre-training dataset=IN2023.03 | 12.4 | |
| BYOLBackbone=ResNet50, Pre-training dataset=CC+2023.03 | 8.9 | |
| CrOCBackbone=ViT-S/16, Pre-training dataset=IN2023.03 | 6.6 |