Zero-Shot Object Detection on MS-COCO (48/17)
61.7Recall@100 (IoU=0.5)D^2Zero
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| D^2ZeroSemantic Embedding=CLIP2023.05 | 61.7 | 65.7 | 57.7 | 21.4 | |
| D^2ZeroSemantic Embedding=word2vector2023.05 | 56.1 | 60 | 52 | 16.3 | |
| SeeDS2023.10 | 55.3 | 59.2 | 48.5 | 14 | |
| ZSISemantic Embedding=word2vector2023.05 | 53.9 | 57.4 | 48.3 | 11.4 | |
| RRFS2023.10 | 53.5 | 58.1 | 47.9 | 13.4 | |
| BLC2023.10 | 48.8 | 51.3 | 45 | 10.6 | |
| BLCSemantic Embedding=word2vector2023.05 | 46.39 | 49.63 | 41.86 | 9.9 | |
| GtnetSemantic Embedding=word2vector2023.05 | 44.6 | 47.3 | 35.5 | — | |
| PLSemantic Embedding=word2vector2023.05 | 43.59 | — | — | 10.1 | |
| PL2023.10 | 43.5 | — | — | 10.1 | |
| TDSemantic Embedding=word2vector2023.05 | 34.3 | 45.5 | 18.1 | — | |
| DELOSemantic Embedding=word2vector2023.05 | 33.5 | — | — | 7.6 | |
| DSES2023.10 | 27.2 | 40.2 | 13.6 | 0.5 | |
| DSESSemantic Embedding=word2vector2023.05 | 27.19 | 40.23 | 13.63 | 0.54 | |
| SBSemantic Embedding=word2vector2023.05 | 22.14 | 34.46 | 11.31 | 0.32 | |
| SB2023.10 | 22.1 | 34.5 | 11.3 | 0.3 |