Instance Segmentation on New self-driving dataset (test)
35.3APPolyTransform
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PolyTransformfine=true, COCO=true2019.12 | 35.3 | 60.8 | 50.5 | 47.3 | 52.5 | 23.4 | 40.4 | 37 | 25.1 | 16 | 28.7 | 32.6 | |
| UPSNetfine=true, COCO=true2019.12 | 31.5 | 58.4 | 46.9 | 44 | 49.8 | 21.6 | 34.1 | 30.3 | 21.7 | 12.8 | 19.3 | 34.5 | |
| PANetfine=true, COCO=true2019.12 | 29.1 | 55.2 | 47.4 | 43.7 | 47.6 | 10.7 | 34.4 | 30.1 | 20.5 | 11.8 | 17.3 | 27.4 | |
| UPSNetfine=true, COCO=false2019.12 | 29 | 56 | 47.1 | 41.8 | 47.8 | 12.7 | 33.5 | 27.3 | 18.6 | 10.4 | 20.4 | 30.2 | |
| Mask RCNNfine=true, COCO=false2019.12 | 26.6 | 53.5 | 47 | 41.1 | 42.8 | 10.7 | 32.8 | 27.5 | 18.6 | 10.2 | 14.8 | 20.2 | |
| PANetfine=true, COCO=false2019.12 | 26.6 | 53.5 | 46.6 | 41.8 | 44.2 | 2.7 | 32.8 | 27.4 | 18.7 | 11.3 | 15.1 | 25.8 |