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ResearchFormerly WizWand

Instance Segmentation on COCO 10% labels (val)

43.1APGuided Distillation
23.44428.54733.6538.753Aug 3, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Guided DistillationBackbone=Swin-L, Pre-training=IN-21k2023.0843.1
Guided DistillationBackbone=ViT-L, Pre-training=DINOv22023.0842
Guided DistillationBackbone=ViT-B, Pre-training=DINOv22023.0839.2
Guided DistillationBackbone=R50, Pre-training=IN-1k2023.0835
Polite TeacherBackbone=R50, Pre-training=IN-1k2023.0830.8
Noisy BoundariesBackbone=R50, Pre-training=IN-1k2023.0829.2
DDBackbone=R50, Pre-training=IN-1k2023.0824.2