Object Detection on SYNTHIA to {Cityscapes, Mapillary, BDD} (test)
33.5mAP (Cityscapes)FSDR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FSDRBackbone=ResNet-101, Accessing Target Data (w/ Tgt)=false2021.03 | 33.5 | 24.9 | 25.2 | 27.8 | |
| CBSTBackbone=ResNet-101, Accessing Target Data (w/ Tgt)=true2021.03 | 32.7 | 23.5 | 23.9 | 26.7 | |
| FDABackbone=ResNet-101, Accessing Target Data (w/ Tgt)=true2021.03 | 32.4 | 23.3 | 23.8 | 26.5 | |
| DABackbone=ResNet-101, Accessing Target Data (w/ Tgt)=true2021.03 | 30.2 | 21.2 | 21.8 | 24.4 | |
| MinEntBackbone=ResNet-101, Accessing Target Data (w/ Tgt)=true2021.03 | 30.2 | 21.7 | 22.4 | 24.7 | |
| IBN-NetBackbone=ResNet-101, Accessing Target Data (w/ Tgt)=false2021.03 | 30.1 | 22.3 | 23.1 | 25.1 | |
| Faster-RCNNBackbone=ResNet-101, Accessing Target Data (w/ Tgt)=false2021.03 | 24.3 | 20.8 | 20.1 | 21.7 |