Metric: AP (higher is better)
| # | Model↕ | AP▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Mask Transfiner | 23.6 | No | Mask Transfiner for High-Quality Instance Segmen... | 2021-11-26 | Code |
| 2 | HRNet | 22.5 | No | Deep High-Resolution Representation Learning for... | 2019-08-20 | Code |
| 3 | Mask R-CNN | 20.5 | No | Mask R-CNN | 2017-03-20 | Code |
| 4 | Cascade Mask R-CNN | 19.8 | No | Cascade R-CNN: High Quality Object Detection and... | 2019-06-24 | Code |