Metric: mAP@0.25 (higher is better)
| # | Model↕ | mAP@0.25▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BBAM | 76.8 | No | BBAM: Bounding Box Attribution Map for Weakly Su... | 2021-03-16 | Code |
| 2 | CIM + Mask R-CNN | 68.7 | No | Complete Instances Mining for Weakly Supervised ... | 2024-02-12 | Code |
| 3 | BESTIE (point label, proposal-free) | 66.4 | No | Beyond Semantic to Instance Segmentation: Weakly... | 2021-09-20 | Code |
| 4 | BESTIE (image-level label, proposal-free) | 61.2 | No | Beyond Semantic to Instance Segmentation: Weakly... | 2021-09-20 | Code |
| 5 | WSIS_CL | 56.6 | No | Weakly Supervised Instance Segmentation by Deep ... | 2020-01-30 | - |