Instance Segmentation on COCO 2017 val
Metric: AP@75 (higher is better)
Metric: AP@75 (higher is better)
| # | Model↕ | AP@75▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | WeakSAM-Mask2Former (with SAM) | 27 | No | WeakSAM: Segment Anything Meets Weakly-supervise... | 2024-02-22 | Code |
| 2 | WeakSAM-Mask RCNN (with SAM) | 22 | No | WeakSAM: Segment Anything Meets Weakly-supervise... | 2024-02-22 | Code |
| 3 | CIM + Mask R-CNN | 17 | Yes | Complete Instances Mining for Weakly Supervised ... | 2024-02-12 | Code |
| 4 | BESTIE (proposal-free) | 16.4 | No | Beyond Semantic to Instance Segmentation: Weakly... | 2021-09-20 | Code |
| 5 | BESTIE (proposal-free) | 13.2 | No | Beyond Semantic to Instance Segmentation: Weakly... | 2021-09-20 | Code |
| 6 | CIM | 11.1 | Yes | Complete Instances Mining for Weakly Supervised ... | 2024-02-12 | Code |
| 7 | WISE-Net | 8.8 | Yes | - | - | - |
| 8 | WS-JDS | 5.5 | Yes | - | - | Code |