3D on NAO
Metric: mAP w/o OOD (higher is better)
Metric: mAP w/o OOD (higher is better)
| # | Model↕ | mAP w/o OOD▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | EfficientDet-D4 | 29.6 | No | Natural Adversarial Objects | 2021-11-07 | - |
| 2 | EfficientDet-D7 | 26.6 | No | Natural Adversarial Objects | 2021-11-07 | - |
| 3 | EfficientDet-D2 | 25.4 | No | Natural Adversarial Objects | 2021-11-07 | - |
| 4 | Mask RCNN R50 | 24.6 | No | Natural Adversarial Objects | 2021-11-07 | - |
| 5 | Faster RCNN | 22.8 | No | Natural Adversarial Objects | 2021-11-07 | - |
| 6 | RetinaNet-R50 | 19.5 | No | Natural Adversarial Objects | 2021-11-07 | - |
| 7 | YOLOv3 | 17.5 | No | Natural Adversarial Objects | 2021-11-07 | - |