| Paper | Code | AP | AP@50 | AP@75 | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition | ✓ Link | 25.9 | 39.9 | 27.9 | WeakSAM-Mask2Former (with SAM) | 2024-02-22 |
| WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition | ✓ Link | 21.0 | 34.5 | 22.2 | WeakSAM-Mask RCNN (with SAM) | 2024-02-22 |
| Complete Instances Mining for Weakly Supervised Instance Segmentation | ✓ Link | 17.2 | 29.7 | 17.3 | CIM + Mask R-CNN | 2024-02-12 |
| Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation | ✓ Link | 16.0 | 27.1 | 16.5 | LIID | 2020-09-10 |
| Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement | ✓ Link | 14.4 | 28.0 | 13.5 | BESTIE (proposal-free) | 2021-09-20 |
| Associating Inter-Image Salient Instances for Weakly Supervised Semantic Segmentation | 13.7 | 25.5 | 13.5 | Fan et al. | 2018-09-01 | |
| Complete Instances Mining for Weakly Supervised Instance Segmentation | ✓ Link | 12.0 | 23.0 | 11.3 | CIM | 2024-02-12 |