Object Detection on MS-COCO 100% labeled protocol
40.2mAPInstant-Teaching*
Evaluation results
| Method | Links | |
|---|---|---|
| Instant-Teaching*Backbone=R50-FPN, co-rectify scheme=true2021.03 | 40.2 | |
| Instant-TeachingBackbone=R50-FPN, co-rectify scheme=false2021.03 | 39.6 | |
| Supervised†Backbone=ResNet-50 with FPN, Augmentation=C+{B,G}+Cutout, Training Data=Labeled data only2020.05 | 39.48 | |
| STACBackbone=ResNet-50 with FPN, Augmentation=C+{B,G}+Cutout, Training Data=Semi-supervised2020.05 | 39.21 | |
| STACBackbone=R50-FPN2021.03 | 39.21 | |
| CSD†Backbone=R50-FPN2021.03 | 38.87 | |
| SupervisedBackbone=ResNet-50 with FPN, Augmentation=Standard, Training Data=Labeled data only2020.05 | 37.63 | |
| SupervisedBackbone=R50-FPN2021.03 | 37.63 |