Generalized Zero-Shot Instance Segmentation on MS-COCO (65/15)
41.18Seen mAPD^2Zero
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| D^2Zerotext encoder=clip, copy-paste strategy=false2023.05 | 41.18 | 74.94 | 20.22 | 46.01 | 27.13 | 57.01 | — | — | — | — | |
| D^2Zerotext encoder=clip, copy-paste strategy=true2023.05 | 40.9 | 71.41 | 21.91 | 65.72 | 28.54 | 68.45 | — | — | — | — | |
| D^2Zerotext encoder=w2v, copy-paste strategy=false2023.05 | 38.49 | 74.25 | 13.12 | 41.67 | 19.57 | 53.38 | — | — | — | — | |
| D^2Zerotext encoder=w2v, copy-paste strategy=true2023.05 | 37.32 | 70.43 | 15.39 | 58.64 | 21.79 | 63.99 | — | — | — | — | |
| ZSIIoU threshold=0.52021.04 | 35.75 | 62.58 | 10.47 | 49.95 | 16.2 | 55.56 | — | — | — | — | |
| ZSItext encoder=w2v, copy-paste strategy=false2023.05 | 35.75 | 62.58 | 10.47 | 49.95 | 16.2 | 55.56 | — | — | — | — | |
| baselineIoU threshold=0.52021.04 | 34.43 | 60.59 | 9.06 | 43.91 | 14.35 | 50.92 | — | — | — | — | |
| D^2Zerotext encoder=w2v2023.05 | — | — | — | — | — | — | 68.5 | 65.1 | 60.6 | 16.9 | |
| D^2Zerotext encoder=clip2023.05 | — | — | — | — | — | — | 73.3 | 69.7 | 64.9 | 23.7 | |
| ZSItext encoder=w2v2023.05 | — | — | — | — | — | — | 55.8 | 50 | 42.9 | 10.5 |