Open-World Object Detection on MS-COCO OWOD (Task 4)
45.4mAP (Previously Known)CAT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CAT2023.01 | 45.4 | 35.1 | 42.8 | |
| OW-DETR2023.01 | 38.2 | 28.1 | 33.1 | |
| CAT2023.01 | 34.4 | 16.6 | 29.9 | |
| ORE-EBUI2023.01 | 33.6 | 26.3 | 31.8 | |
| DDETRFinetuning=true2021.12 | 32.5 | 20 | 29.4 | |
| OW-DETR2023.01 | 31.4 | 17.1 | 27.8 | |
| OW-DETR2021.12 | 31.4 | 17.1 | 27.8 | |
| OCPL2023.01 | 30.7 | 14.4 | 26.7 | |
| 2B-OCD2023.01 | 30 | 13.3 | 25.8 | |
| Faster-RCNNFinetuning=true2021.12 | 29.7 | 13 | 25.6 | |
| ORE-EBUI2023.01 | 29.6 | 12.4 | 25.3 | |
| OREEBUI=false2021.12 | 29.6 | 12.4 | 25.3 | |
| UC-OWOD2023.01 | 25.6 | 15.9 | 23.2 | |
| DDETRFinetuning=false2021.12 | 2.5 | 16.4 | 6 | |
| Faster-RCNNFinetuning=false2021.12 | 0.8 | 14.5 | 4.2 |