Instance Segmentation on Cityscapes v1 (test)
42.7APBPR†
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| BPR†training data=fine + COCO, base model=PolyTransform + SegFix2021.04 | 42.7 | 66.5 | 46 | 37.1 | 62.8 | 41.3 | 52.7 | 43.7 | 32.6 | 25.1 | |
| BPR+training data=fine + COCO, base model=PolyTransform2021.04 | 42.4 | 66.6 | 45.6 | 36.7 | 62.4 | 41.2 | 52.3 | 43.4 | 32.7 | 25.2 | |
| PolyTransform + SegFixtraining data=fine + COCO2021.04 | 41.2 | 66.1 | 44.3 | 35.9 | 60.5 | 40.5 | 51.2 | 41.6 | 31.7 | 24.1 | |
| PolyTransformtraining data=fine + COCO2021.04 | 40.1 | 65.9 | 42.4 | 34.8 | 58.5 | 39.8 | 50 | 41.3 | 30.9 | 23.4 | |
| BPRtraining data=fine + COCO, base model=Mask R-CNN*2021.04 | 36.9 | 61 | 42 | 33.3 | 59.9 | 32.9 | 44.4 | 32.6 | 28 | 22.3 | |
| BPRtraining data=fine + COCO, base model=Mask R-CNN* + SegFix*2021.04 | 36.8 | 59.8 | 41 | 32.8 | 58.7 | 32.9 | 43.1 | 36.8 | 26.5 | 22.2 | |
| PANettraining data=fine + COCO2021.04 | 36.4 | 63.1 | 41.5 | 33.6 | 58.2 | 31.8 | 45.3 | 28.7 | 28.2 | 24.1 | |
| Mask R-CNN* + SegFix*training data=fine + COCO2021.04 | 33.3 | 57.8 | 37.9 | 30.3 | 54.1 | 31 | 40 | 27.9 | 25.1 | 20.5 | |
| UPSNettraining data=fine + COCO2021.04 | 33 | 59.7 | 35.9 | 27.4 | 51.9 | 31.8 | 43.1 | 31.4 | 23.8 | 19.1 | |
| SSAPtraining data=fine2021.04 | 32.7 | 51.8 | 35.4 | 25.5 | 55.9 | 33.2 | 43.9 | 31.9 | 19.5 | 16.2 | |
| Mask R-CNN*training data=fine + COCO2021.04 | 32.6 | 59.2 | 36.7 | 29.2 | 52.8 | 30 | 40.3 | 27.9 | 25 | 19 | |
| AdaptIStraining data=fine2021.04 | 32.5 | 52.5 | 31.4 | 29.1 | 50 | 31.6 | 41.7 | 39.4 | 24.7 | 12.1 | |
| PANettraining data=fine2021.04 | 31.8 | 57.1 | 36.8 | 30.4 | 54.8 | 27 | 36.3 | 25.5 | 22.6 | 20.8 | |
| BMask R-CNNtraining data=fine2021.04 | 29.4 | 54.7 | 34.3 | 25.6 | 52.6 | 24.2 | 35.1 | 24.5 | 21.4 | 17.1 | |
| Mask R-CNNtraining data=fine2021.04 | 26.2 | 49.9 | 30.5 | 23.7 | 46.9 | 22.8 | 32.2 | 18.6 | 19.1 | 16 | |
| SGNtraining data=fine + coarse2021.04 | 25 | 44.9 | 21.8 | 20.1 | 39.4 | 24.8 | 33.2 | 30.8 | 17.7 | 12.4 |