Object Detection on COCO (val) (Core AP Metrics)
41.4AP (Box)2DRCL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| 2DRCLBackbone Initialization=ImageNet pre-trained backbone, Architecture=Mask R-CNN with R50-FPN2024.11 | 41.4 | 61.3 | 45.8 | |
| SlotConBackbone Initialization=From scratch, Architecture=Mask R-CNN with R50-FPN2024.11 | 41 | 61.1 | 45 | |
| SoCoBackbone Initialization=From scratch, Architecture=Mask R-CNN with R50-FPN2024.11 | 40.6 | 61.1 | 44.4 | |
| Self-EMDBackbone Initialization=From scratch, Architecture=Mask R-CNN with R50-FPN2024.11 | 40.4 | 61.1 | 43.7 | |
| DenseCLBackbone Initialization=From scratch, Architecture=Mask R-CNN with R50-FPN2024.11 | 39.6 | 59.3 | 43.3 | |
| AlignDetBackbone Initialization=ImageNet pre-trained backbone, Architecture=Mask R-CNN with R50-FPN2024.11 | 39.4 | 59.2 | 43.2 | |
| SupervisedBackbone Initialization=ImageNet pre-trained backbone, Architecture=Mask R-CNN with R50-FPN2024.11 | 38.3 | 58 | 42.1 |