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ResearchFormerly WizWand

Instance Segmentation on COCO (2% labels, val)

38.2APGuided Distillation
10.74417.8722532.128Aug 3, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Guided DistillationBackbone=Swin-L, Pre-training=IN-21k2023.0838.2
Guided DistillationBackbone=ViT-L, Pre-training=DINOv22023.0837.4
Guided DistillationBackbone=ViT-B, Pre-training=DINOv22023.0834.3
Guided DistillationBackbone=R50, Pre-training=IN-1k2023.0825.3
Polite TeacherBackbone=R50, Pre-training=IN-1k2023.0822.3
Noisy BoundariesBackbone=R50, Pre-training=IN-1k2023.0816.3
DDBackbone=R50, Pre-training=IN-1k2023.0811.8