Object Detection on COCO 10% 2017 (train val)
26.4APSCRL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SCRLBackbone=ResNet-50, Detector=Faster R-CNN w/ FPN, Training data percentage=10%2021.03 | 26.4 | 43.2 | 28 | |
| SwAVBackbone=ResNet-50, Detector=Faster R-CNN w/ FPN, Training data percentage=10%2021.03 | 25.5 | 43.3 | 26.4 | |
| BYOLBackbone=ResNet-50, Detector=Faster R-CNN w/ FPN, Training data percentage=10%2021.03 | 25.5 | 42.3 | 26.9 | |
| supervised-INBackbone=ResNet-50, Detector=Faster R-CNN w/ FPN, Training data percentage=10%2021.03 | 22.6 | 38.4 | 23.5 | |
| SimCLR v2Backbone=ResNet-50, Detector=Faster R-CNN w/ FPN, Training data percentage=10%2021.03 | 22.1 | 37.3 | 23 | |
| MoCo v2Backbone=ResNet-50, Detector=Faster R-CNN w/ FPN, Training data percentage=10%2021.03 | 20.9 | 34.8 | 21.7 | |
| randomBackbone=ResNet-50, Detector=Faster R-CNN w/ FPN, Training data percentage=10%2021.03 | 17.8 | 32 | 17.9 |