Instance Segmentation on MS COCO (test-dev)
38.3mAP@[.5:.95]
MS R-CNN
Updated 3d ago
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
2019.04 | 38.3 | 58.8 | 41.5 | 17.8 | 40.4 | 54.4 | 8.6 | 116.3 | - | - | |
2019.12 | 38.3 | 58.8 | 41.5 | 17.8 | 40.4 | 54.4 | - | - | - | - | |
2016.11 | 37.6 | 59.9 | - | - | - | - | - | - | - | - | |
2017.03 | 37.1 | 60 | 39.4 | 16.9 | 39.9 | 53.5 | - | - | - | - | |
2019.04 | 36.6 | 58 | 39.3 | 16.3 | 38.1 | 53.1 | 4.7 | 212.8 | - | - | |
2019.12 | 36.6 | 58 | 39.3 | 16.3 | 38.1 | 53.1 | - | - | - | - | |
2017.03 | 35.7 | 58 | 37.8 | 15.5 | 38.1 | 52.4 | - | - | - | - | |
2019.04 | 35.7 | 58 | 37.8 | 15.5 | 38.1 | 52.4 | 8.6 | 116.3 | - | - | |
2019.12 | 35.7 | 58 | 37.8 | 15.5 | 38.1 | 52.4 | - | - | - | - | |
2021.03 | 35.7 | 58 | 37.8 | - | - | - | - | - | - | - | |
2019.04 | 34.7 | 55.4 | 36.9 | 14.3 | 36.7 | 50.5 | 6 | 166.7 | - | - | |
2019.12 | 34.7 | 55.4 | 36.9 | 14.3 | 36.7 | 50.5 | - | - | - | - | |
2019.12 | 34.6 | 53.8 | 36.9 | 11.9 | 36.8 | 55.1 | - | - | - | - | |
2020.03 | 34.5 | - | - | - | - | - | - | - | - | - | |
2020.03 | 34.2 | - | - | - | - | - | - | - | - | - | |
2019.12 | 34.1 | 53.3 | 36.2 | 11.7 | 36.1 | 53.6 | - | - | - | - | |
2016.11 | 33.8 | 56.9 | - | - | - | - | - | - | - | - | |
2016.11 | 33.6 | 54.5 | - | - | - | - | - | - | - | - | |
2017.03 | 33.6 | 54.5 | - | - | - | - | - | - | - | - | |
2017.03 | 33.1 | 54.9 | 34.8 | 12.1 | 35.6 | 51.1 | - | - | - | - | |
2016.11 | 32.7 | 52.7 | - | - | - | - | - | - | - | - | |
2016.11 | 32 | 51.9 | - | - | - | - | - | - | - | - | |
2019.04 | 31.2 | 50.6 | 32.8 | 12.1 | 33.3 | 47.1 | 23.4 | 42.7 | - | - | |
2019.12 | 31.2 | 50.6 | 32.8 | 12.1 | 33.3 | 47.1 | - | - | - | - | |
2019.04 | 29.8 | 48.5 | 31.2 | 9.9 | 31.3 | 47.7 | 33.5 | 29.8 | - | - | |
2019.12 | 29.8 | 48.5 | 31.2 | 9.9 | 31.3 | 47.7 | - | - | - | - | |
2019.04 | 29.5 | 51.5 | 30.2 | 8 | 31 | 49.7 | 6.6 | 151.5 | - | - | |
2019.12 | 29.5 | 51.5 | 30.2 | 8 | 31 | 49.7 | - | - | - | - | |
2016.11 | 29.2 | 49.5 | - | - | - | - | - | - | - | - | |
2017.03 | 29.2 | 49.5 | - | 7.1 | 31.3 | 50 | - | - | - | - | |
2019.04 | 28.7 | 46.8 | 30 | 9.5 | 29.6 | 45.5 | 40.7 | 24.6 | - | - | |
2019.12 | 28.7 | 46.8 | 30 | 9.5 | 29.6 | 45.5 | - | - | - | - | |
2016.11 | 28.4 | 51.6 | - | - | - | - | - | - | - | - | |
2019.04 | 28.2 | 46.6 | 29.2 | 9.2 | 29.3 | 44.8 | 45 | 22.2 | - | - | |
2019.12 | 28.2 | 46.6 | 29.2 | 9.2 | 29.3 | 44.8 | - | - | - | - | |
2021.03 | 25.7 | 50 | 23.3 | - | - | - | - | - | - | - | |
2016.11 | 25 | 45.6 | - | - | - | - | - | - | - | - | |
2019.04 | 24.9 | 42 | 25.4 | 5 | 25.3 | 45 | 45.3 | 22.1 | - | - | |
2019.12 | 24.9 | 42 | 25.4 | 5 | 25.3 | 45 | - | - | - | - | |
| 24.6 | 44.3 | - | - | - | - | - | - | - | - | ||
2015.12 | 24.6 | 44.3 | - | - | - | - | - | - | - | - | |
2017.03 | 24.6 | 44.3 | 24.8 | 4.7 | 25.9 | 43.6 | - | - | - | - | |
| 19.5 | 39.7 | - | - | - | - | - | - | - | - | ||
2015.12 | 19.5 | 39.7 | - | - | - | - | - | - | - | - | |
2021.03 | 16 | 27.1 | 16.5 | - | - | - | - | - | - | - | |
2021.03 | 13.7 | 25.5 | 13.5 | - | - | - | - | - | - | - | |
2020.04 | - | - | - | - | - | - | - | - | 45.8 | 39.7 | |
2020.04 | - | - | - | - | - | - | - | - | 46.7 | 40.5 | |
2020.04 | - | - | - | - | - | - | - | - | 47.1 | 41.3 | |
2020.04 | - | - | - | - | - | - | - | - | 45.8 | 38.6 | |
2020.04 | - | - | - | - | - | - | - | - | 50 | 43 |