Object Detection on Radiate good weather (train)
63.63mAP@0.3Ours-ResNet34
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours-ResNet34Backbone=ResNet34, Temporal relational layer (TRL)=with2022.04 | 63.63 | 54 | 21.08 | |
| Ours-ResNet18Backbone=ResNet18, Temporal relational layer (TRL)=with2022.04 | 62.79 | 53.11 | 20.57 | |
| Ours-EfficientNetB4Backbone=EfficientNetB4, Temporal relational layer (TRL)=with2022.04 | 61.59 | 50.98 | 17.91 | |
| CenterPoint-OBBBackbone=EfficientNetB4, OBB adaptation=true2022.04 | 61.15 | 51.43 | 20.31 | |
| Ours-ResNet34Backbone=ResNet34, Temporal relational layer (TRL)=w/o2022.04 | 60.98 | 49.98 | 18.89 | |
| BBAVectorsBackbone=ResNet342022.04 | 60.88 | 51.26 | 19.86 | |
| Ours-EfficientNetB4Backbone=EfficientNetB4, Temporal relational layer (TRL)=w/o2022.04 | 60.77 | 50.93 | 20.31 | |
| CenterPoint-OBBBackbone=ResNet34, OBB adaptation=true2022.04 | 59.42 | 50.17 | 18.93 | |
| BBAVectorsBackbone=ResNet182022.04 | 59.38 | 50.53 | 19.72 | |
| CenterPoint-OBBBackbone=ResNet18, OBB adaptation=true2022.04 | 58.69 | 49.41 | 19.02 | |
| Ours-ResNet18Backbone=ResNet18, Temporal relational layer (TRL)=w/o2022.04 | 57.48 | 47.9 | 16.85 | |
| RetinaNet-OBB-T.Backbone=ResNet34, Temporal input (T.)=true, OBB adaptation=true2022.04 | 52.52 | 37.3 | 8.75 | |
| RetinaNet-OBBBackbone=ResNet18, OBB adaptation=true2022.04 | 52.5 | 37.83 | 8.46 | |
| RetinaNet-OBBBackbone=ResNet34, OBB adaptation=true2022.04 | 50.79 | 35.61 | 7.67 |