Generalized Zero-Shot Instance Segmentation on MS-COCO 48-17
54.42Seen mAPD^2Zero
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| D^2Zerotext encoder=clip, copy-paste strategy=false2023.05 | 54.42 | — | 15.06 | — | 23.59 | — | — | — | — | — | 76.22 | 38.38 | 51.06 | |
| D^2Zerotext encoder=clip, copy-paste strategy=true2023.05 | 54.12 | — | 15.82 | — | 24.49 | — | — | — | — | — | 73.22 | 53.53 | 61.85 | |
| D^2Zerotext encoder=w2v, copy-paste strategy=false2023.05 | 52.53 | — | 9.48 | — | 16.06 | — | — | — | — | — | 75.66 | 37.93 | 50.52 | |
| D^2Zerotext encoder=w2v, copy-paste strategy=true2023.05 | 51.75 | — | 10.58 | — | 17.56 | — | — | — | — | — | 73.23 | 50.78 | 59.97 | |
| ZSIIoU threshold=0.52021.04 | 43.04 | 64.48 | 3.65 | 44.9 | 6.73 | 52.94 | — | — | — | — | — | — | — | |
| ZSItext encoder=w2v, copy-paste strategy=false2023.05 | 43.04 | — | 3.65 | — | 6.73 | — | — | — | — | — | 64.48 | 44.9 | 52.94 | |
| baselineIoU threshold=0.52021.04 | 41.11 | 62.3 | 3.01 | 38.14 | 5.61 | 47.31 | — | — | — | — | — | — | — | |
| D^2Zerotext encoder=w2v2023.05 | — | — | — | — | — | — | 60 | 55.9 | 50.8 | 16.1 | — | — | — | |
| D^2Zerotext encoder=clip2023.05 | — | — | — | — | — | — | 65.5 | 61.4 | 55.9 | 21.7 | — | — | — | |
| ZSItext encoder=w2v2023.05 | — | — | — | — | — | — | 50.3 | 44.9 | 38.7 | 9 | — | — | — |