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ResearchFormerly WizWand

Instance Segmentation on COCO 1% labels (val)

34.1APGuided Distillation
2.58810.76918.9527.131Aug 3, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Guided DistillationBackbone=ViT-L, Pre-training=DINOv22023.0834.1
Guided DistillationBackbone=Swin-L, Pre-training=IN-21k2023.0834
Guided DistillationBackbone=ViT-B, Pre-training=DINOv22023.0830.5
Guided DistillationBackbone=R50, Pre-training=IN-1k2023.0821.5
Polite TeacherBackbone=R50, Pre-training=IN-1k2023.0818.3
Noisy BoundariesBackbone=R50, Pre-training=IN-1k2023.087.7
DDBackbone=R50, Pre-training=IN-1k2023.083.8