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ResearchFormerly WizWand

Object Discovery on COCO 20k 2014 (train val)

67.2CorLocDINOSAUR
13.95227.77641.655.424Dec 15, 2022
Updated 8mo ago

Evaluation results

MethodLinks
DINOSAURLearning Phase=with learning2022.1267.2
FOUNDLearning Phase=with learning, Backbone=ViT-S/8, mode=single2022.1262.9
SelfMaskLearning Phase=with learning2022.1262.7
TokenCut + CADLearning Phase=with learning, Backbone=ViT-S/16, CAD Augmentation=true2022.1262.6
TokenCutLearning Phase=no learning, Backbone=ViT-S/82022.1260.7
TokenCutLearning Phase=no learning, Backbone=ViT-S/162022.1258.8
LOST + CADLearning Phase=with learning, Backbone=ViT-S/16, CAD Augmentation=true2022.1257.5
DSSLearning Phase=no learning, Backbone=ViT-S/162022.1252.2
LOSTLearning Phase=no learning, Backbone=ViT-S/162022.1250.7
LOSTLearning Phase=no learning, Backbone=ViT-S/82022.1249.5
rOSDLearning Phase=no learning2022.1248.5
LODLearning Phase=no learning2022.1248.5
DINO-segLearning Phase=no learning, Backbone=ViT-S/162022.1242
DDT+Learning Phase=no learning2022.1238.2
FreeSoloLearning Phase=with learning2022.1235.2
Kim et al.Learning Phase=no learning2022.1235.1
Zhang et al.Learning Phase=no learning2022.1234.8
EdgeBoxesLearning Phase=no learning2022.1228.8
Selective SearchLearning Phase=no learning2022.1216