Semi-Supervised Instance Segmentation 벤치마크
Semi-Supervised Instance Segmentation on COCO 5% labeled data
mask AP
- 2019-11-15 — CenterMask2 (ResNet50): mask AP 18.04
- 2022-11-07 — Polite Teacher (ResNet50): mask AP 26.46
- 2023-08-03 — Guided Distillation (ResNet50): mask AP 29.9
| Rank | Model | mask AP | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | Guided Distillation (ResNet50) | 29.9 | Guided Distillation for Semi-Supervised Instance Segmentation | facebookresearch/guideddistillation | 2023 |
| 2 | Polite Teacher (ResNet50) | 26.46 | Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding | 2022 | |
| 3 | CenterMask2 (ResNet50) | 18.04 | CenterMask : Real-Time Anchor-Free Instance Segmentation | youngwanLEE/centermask2 · youngwanLEE/CenterMask · youngwanLEE/vovnet-detectron2 · +5 | 2019 |