Zero-shot Object Detection on MS-COCO (65/15)
23.5mAP (IoU=0.5)D^2Zero
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| D^2ZeroSemantic Embedding=CLIP2023.05 | 23.5 | 73.9 | 70.7 | 66.6 | — | |
| SeeDS2023.10 | 20.6 | 66.5 | 64 | 56.8 | — | |
| ZSD-SC-ResolverIoU threshold=0.52022.12 | 20.1 | — | — | — | 65.1 | |
| RRFS2023.10 | 19.8 | 65.3 | 62.3 | 55.9 | — | |
| SU2023.10 | 19 | 54.4 | 54 | 47 | — | |
| ContrastZSDIoU threshold=0.52022.12 | 18.6 | — | — | — | 59.5 | |
| SUZODIoU threshold=0.52022.12 | 17.3 | — | — | — | 61.4 | |
| D^2ZeroSemantic Embedding=word2vector2023.05 | 16.8 | 69.1 | 66.2 | 62.3 | — | |
| ACS-ZSDIoU threshold=0.52022.12 | 15.34 | — | — | — | 47.83 | |
| BLCIoU threshold=0.52022.12 | 14.7 | — | — | — | 54.68 | |
| BLC2023.10 | 14.7 | 57.2 | 54.7 | 51.2 | — | |
| ZSI2021.04 | 13.6 | 61.9 | 58.9 | 54.4 | — | |
| ZSISemantic Embedding=word2vector2023.05 | 13.6 | 61.9 | 58.9 | 54.4 | — | |
| ZSDTRIoU threshold=0.52022.12 | 13.2 | — | — | — | 60.3 | |
| BLC2021.04 | 13.1 | 54.18 | 51.65 | 47.86 | — | |
| BLCSemantic Embedding=word2vector2023.05 | 13.1 | 54.18 | 51.65 | 47.86 | — | |
| PL2021.04 | 12.4 | — | 37.72 | — | — | |
| PLIoU threshold=0.52022.12 | 12.4 | — | — | — | 37.72 | |
| PLSemantic Embedding=word2vector2023.05 | 12.4 | — | 37.72 | — | — | |
| PL2023.10 | 12.4 | — | 37.7 | — | — |