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ResearchFormerly WizWand

Overclustering on COCO Things

54.4mIoUFranca
13.94424.44734.9545.453Jul 18, 2025
Updated 6mo ago

Evaluation results

MethodLinks
FrancaBackbone=ViT-L/14, K=3002025.0754.4
DINOv2§Backbone=ViT-B/14, K=3002025.0754
SigLIPBackbone=ViT-B/16, K=3002025.0753.4
EVA-CLIPBackbone=ViT-B/16, K=3002025.0752
FrancaBackbone=ViT-B/14, K=3002025.0751.1
SigLIP 2Backbone=ViT-L/16, K=3002025.0750.7
FrancaBackbone=ViT-L/14, K=1002025.0749.6
DINOv2§Backbone=ViT-B/14, K=1002025.0746.5
DINOv2§Backbone=ViT-L/14, K=3002025.0745.7
SigLIP 2Backbone=ViT-L/16, K=1002025.0743.5
SigLIPBackbone=ViT-B/16, K=1002025.0741.5
EVA-CLIPBackbone=ViT-B/16, K=1002025.0741.3
FrancaBackbone=ViT-B/14, K=1002025.0738.8
DINOv2†Backbone=ViT-L/14, K=3002025.0735.1
DINOv2§Backbone=ViT-L/14, K=1002025.0734.8
Web-SSLBackbone=ViT-L/14, K=3002025.0733.1
FrancaBackbone=ViT-G/14, K=3002025.0731.9
DINOv2Backbone=ViT-G/14, K=3002025.0729.2
DINOv2†Backbone=ViT-B/14, K=3002025.0728.7
iBOTBackbone=ViT-B/16, K=3002025.0726.3
Web-SSLBackbone=ViT-L/14, K=1002025.0726.3
FrancaBackbone=ViT-G/14, K=1002025.0725.8
DINOv2†Backbone=ViT-L/14, K=1002025.0724.1
Web-SSLBackbone=ViT-G/14, K=3002025.0721.5
DINOv2Backbone=ViT-G/14, K=1002025.0720.7
DINOv2†Backbone=ViT-B/14, K=1002025.0720.5
iBOTBackbone=ViT-B/16, K=1002025.0718.3
Web-SSLBackbone=ViT-G/14, K=1002025.0715.5