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ResearchFormerly WizWand

Instance Segmentation on COCO 5% labels (val)

41.6APGuided Distillation
19.55225.2763136.724Aug 3, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Guided DistillationBackbone=Swin-L, Pre-training=IN-21k2023.0841.6
Guided DistillationBackbone=ViT-L, Pre-training=DINOv22023.0840.3
Guided DistillationBackbone=ViT-B, Pre-training=DINOv22023.0837
Guided DistillationBackbone=R50, Pre-training=IN-1k2023.0829.9
Polite TeacherBackbone=R50, Pre-training=IN-1k2023.0826.5
Noisy BoundariesBackbone=R50, Pre-training=IN-1k2023.0824.9
DDBackbone=R50, Pre-training=IN-1k2023.0820.4