Point-Supervised Instance Segmentation 벤치마크
Point-Supervised Instance Segmentation on PASCAL VOC 2012 val
| Rank | Model | mAP@0.5 | mAP@0.25 | mAP@0.7 | mAP@0.75 | Extra Training Data | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|---|
| 1 | BESTIE (proposal-free) | 56.1 | 66.4 | 36.5 | 30.2 | Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement | clovaai/BESTIE | 2021 | |
| 2 | CIM + Mask R-CNN | 55.5 | 67.8 | 36.6 | 31.1 | ✓ | Complete Instances Mining for Weakly Supervised Instance Segmentation | ZechengLi19/CIM | 2024 |
| 3 | WISE-Net | 43.0 | 53.5 | – | 25.9 | ✓ |