Unknown Object Detection on COCO-Mix
41.4mAPOW-DETR
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| OW-DETRGroup=3, Backbone=Deformable DETR2023.03 | 41.4 | 0.7 | 2.5 | 1.4 | 16.1 | 569 | 8.6 | |
| VOSGroup=4, Backbone=Faster-RCNN, Threshold source=BDD100K dataset2023.03 | 37.7 | 4 | 10.1 | 26.2 | 6.2 | 640 | 15.2 | |
| MSPGroup=2, Backbone=Faster-RCNN2023.03 | 36.4 | 5.5 | 16.9 | 19 | 15.3 | 588 | 13.5 | |
| Energy scoreGroup=2, Backbone=Faster-RCNN2023.03 | 36.4 | 4.8 | 16.9 | 16.7 | 17.1 | 470 | 13.7 | |
| VOSGroup=4, Backbone=Faster-RCNN, Threshold source=COCO-OOD dataset2023.03 | 36.4 | 5.1 | 17.2 | 18.4 | 16.3 | 409 | 12.4 | |
| UnSnifferGroup=5, Backbone=Faster-RCNN2023.03 | 35.9 | 15 | 28.7 | 22.2 | 40.9 | 398 | 17.5 | |
| MahalanobisGroup=2, Backbone=Faster-RCNN2023.03 | 35.1 | 5.1 | 14.9 | 20.7 | 11.6 | 604 | 16.5 | |
| OREGroup=3, Backbone=Faster-RCNN2023.03 | 21.3 | 14 | 17.5 | 10.3 | 59.2 | 485 | 8.9 |