| Paper | Code | mask AP | ModelName | ReleaseDate |
|---|---|---|---|---|
| Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution | ✓ Link | 42.4 | Box2Mask-T | 2022-12-03 |
| BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation | ✓ Link | 40.0 | BoxTeacher | 2022-10-11 |
| DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision | ✓ Link | 37.9 | DiscoBox | 2021-05-13 |
| BoxInst: High-Performance Instance Segmentation with Box Annotations | ✓ Link | 35.0 | BoxInst | 2020-12-03 |
| Weakly-supervised Instance Segmentation via Class-agnostic Learning with Salient Images | 30.9 | BoxCaseg | 2021-04-04 | |
| BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation | ✓ Link | 25.7 | BBAM | 2021-03-16 |
| Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior | ✓ Link | 21.1 | BBTP | 2019-12-01 |