Unknown Object Detection on COCO-OOD
45.4U-APUnSniffer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UnSnifferGroup=5, Backbone=Faster-RCNN2023.03 | 45.4 | 47.9 | 43.3 | 53.5 | |
| OREGroup=3, Backbone=Faster-RCNN2023.03 | 21.4 | 25.5 | 15.3 | 78.2 | |
| MSPGroup=2, Backbone=Faster-RCNN2023.03 | 21.3 | 31.4 | 27.9 | 35.9 | |
| Energy scoreGroup=2, Backbone=Faster-RCNN2023.03 | 21.3 | 30.8 | 26 | 37.7 | |
| VOSGroup=4, Backbone=Faster-RCNN, Threshold source=COCO-OOD dataset2023.03 | 20.5 | 31.7 | 29.1 | 34.8 | |
| VOSGroup=4, Backbone=Faster-RCNN, Threshold source=BDD100K dataset2023.03 | 13.5 | 19.6 | 34.2 | 13.7 | |
| MahalanobisGroup=2, Backbone=Faster-RCNN2023.03 | 12.9 | 27.1 | 30.9 | 24.1 | |
| OW-DETRGroup=3, Backbone=Deformable DETR2023.03 | 3.3 | 5.6 | 3 | 38 |