Overclustering on COCO Things
54.4mIoUFranca
Evaluation Results
| Method | Links | |
|---|---|---|
| FrancaBackbone=ViT-L/14, K=3002025.07 | 54.4 | |
| DINOv2§Backbone=ViT-B/14, K=3002025.07 | 54 | |
| SigLIPBackbone=ViT-B/16, K=3002025.07 | 53.4 | |
| EVA-CLIPBackbone=ViT-B/16, K=3002025.07 | 52 | |
| FrancaBackbone=ViT-B/14, K=3002025.07 | 51.1 | |
| SigLIP 2Backbone=ViT-L/16, K=3002025.07 | 50.7 | |
| FrancaBackbone=ViT-L/14, K=1002025.07 | 49.6 | |
| DINOv2§Backbone=ViT-B/14, K=1002025.07 | 46.5 | |
| DINOv2§Backbone=ViT-L/14, K=3002025.07 | 45.7 | |
| SigLIP 2Backbone=ViT-L/16, K=1002025.07 | 43.5 | |
| SigLIPBackbone=ViT-B/16, K=1002025.07 | 41.5 | |
| EVA-CLIPBackbone=ViT-B/16, K=1002025.07 | 41.3 | |
| FrancaBackbone=ViT-B/14, K=1002025.07 | 38.8 | |
| DINOv2†Backbone=ViT-L/14, K=3002025.07 | 35.1 | |
| DINOv2§Backbone=ViT-L/14, K=1002025.07 | 34.8 | |
| Web-SSLBackbone=ViT-L/14, K=3002025.07 | 33.1 | |
| FrancaBackbone=ViT-G/14, K=3002025.07 | 31.9 | |
| DINOv2Backbone=ViT-G/14, K=3002025.07 | 29.2 | |
| DINOv2†Backbone=ViT-B/14, K=3002025.07 | 28.7 | |
| iBOTBackbone=ViT-B/16, K=3002025.07 | 26.3 | |
| Web-SSLBackbone=ViT-L/14, K=1002025.07 | 26.3 | |
| FrancaBackbone=ViT-G/14, K=1002025.07 | 25.8 | |
| DINOv2†Backbone=ViT-L/14, K=1002025.07 | 24.1 | |
| Web-SSLBackbone=ViT-G/14, K=3002025.07 | 21.5 | |
| DINOv2Backbone=ViT-G/14, K=1002025.07 | 20.7 | |
| DINOv2†Backbone=ViT-B/14, K=1002025.07 | 20.5 | |
| iBOTBackbone=ViT-B/16, K=1002025.07 | 18.3 | |
| Web-SSLBackbone=ViT-G/14, K=1002025.07 | 15.5 |