Object Detection and Instance Segmentation on COCO (val)
48.5AP (Box)BootMAE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BootMAEBackbone=ViT-B, Framework=Mask R-CNN, Schedule=1x, Pre-train epochs=8002022.07 | 48.5 | 43.4 | |
| MAE*Backbone=ViT-B, Framework=Mask R-CNN, Schedule=1x, Pre-train epochs=16002022.07 | 47.2 | 42 | |
| MAEBackbone=ViT-B, Framework=Mask R-CNN, Schedule=1x, Pre-train epochs=8002022.07 | 46.8 | 41.9 | |
| BEITBackbone=ViT-B, Framework=Mask R-CNN, Schedule=1x, Pre-train epochs=8002022.07 | 46.3 | 41.1 | |
| MoCoBackbone=ViT-B, Framework=Mask R-CNN, Schedule=1x, Pre-train epochs=3002022.07 | 44.9 | 40.4 | |
| SupervisedBackbone=ViT-B, Framework=Mask R-CNN, Schedule=1x, Pre-train epochs=3002022.07 | 44.1 | 39.8 |