Object Detection on PASCAL VOC 2007 & 2012 (labeled + unlabeled trainval)
79.2mAP (IoU=0.5)Instant-Teaching*
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Instant-Teaching*Backbone=R50-FPN2021.03 | 79.2 | 50 | 54 | |
| Instant-TeachingBackbone=R50-FPN2021.03 | 78.3 | 48.7 | 52 | |
| ACRSTLabeled=VOC07, Unlabeled=VOC122021.07 | 78.16 | 50.12 | — | |
| STACBackbone=R50-FPN2021.03 | 77.45 | 44.64 | — | |
| STACLabeled=VOC07, Unlabeled=VOC122021.07 | 77.45 | 44.64 | — | |
| Unbiased TeacherLabeled=VOC07, Unlabeled=VOC122021.07 | 77.37 | 48.69 | — | |
| SupervisedBackbone=R50-FPN2021.03 | 76.7 | 43.6 | 44.5 | |
| CSDBackbone=R101-R-FCN2021.03 | 74.7 | — | — | |
| CSDLabeled=VOC07, Unlabeled=VOC122021.07 | 74.7 | — | — | |
| SupervisedLabeled=VOC07, Unlabeled=None2021.07 | 72.63 | 42.13 | — |