Instance Segmentation on COCO 0.4% labeled data
31Mask APGuided Distillation (Ours)
Evaluation results
| Method | Links | |
|---|---|---|
| Guided Distillation (Ours)Backbone=ViT-L, Pre-training=DINOv2, Learning Paradigm=Semi-supervised2023.08 | 31 | |
| Mask2FormerBackbone=ViT-L, Pre-training=DINOv2, Learning Paradigm=Supervised2023.08 | 25.7 | |
| Guided Distillation (Ours)Backbone=Swin-L, Pre-training=IN-21k, Learning Paradigm=Semi-supervised2023.08 | 23 | |
| Mask2FormerBackbone=Swin-L, Pre-training=IN-21k, Learning Paradigm=Supervised2023.08 | 15.9 |