Metric: mAP@0.5 (higher is better)
| # | Model↕ | mAP@0.5▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BBAM | 63.7 | No | BBAM: Bounding Box Attribution Map for Weakly Su... | 2021-03-16 | Code |
| 2 | BESTIE (point label, proposal-free) | 56.1 | No | Beyond Semantic to Instance Segmentation: Weakly... | 2021-09-20 | Code |
| 3 | CIM + Mask R-CNN | 55.9 | No | Complete Instances Mining for Weakly Supervised ... | 2024-02-12 | Code |
| 4 | BESTIE (image-level label, proposal-free) | 51 | No | Beyond Semantic to Instance Segmentation: Weakly... | 2021-09-20 | Code |
| 5 | LIID | 48.4 | No | - | - | Code |
| 6 | WSIS_CL | 38.1 | No | Weakly Supervised Instance Segmentation by Deep ... | 2020-01-30 | - |