| Paper | Code | AP | AP@50 | AP@75 | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition | ✓ Link | 25.2 | 38.4 | 27.0 | WeakSAM-Mask2Former (with SAM) | 2024-02-22 |
| WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition | ✓ Link | 20.6 | 33.9 | 22.0 | WeakSAM-Mask RCNN (with SAM) | 2024-02-22 |
| Complete Instances Mining for Weakly Supervised Instance Segmentation | ✓ Link | 17.0 | 29.4 | 17.0 | CIM + Mask R-CNN | 2024-02-12 |
| Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement | ✓ Link | 14.3 | 28.0 | 13.2 | BESTIE (proposal-free) | 2021-09-20 |
| Complete Instances Mining for Weakly Supervised Instance Segmentation | ✓ Link | 11.9 | 22.8 | 11.1 | CIM | 2024-02-12 |
| Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation | ✓ Link | 6.1 | 11.7 | 5.5 | WS-JDS | 2019-06-01 |