Instance Segmentation on PELD
1.8Parameters (M)LMSF-A
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LMSF-A2025.12 | 1.8 | 8.8 | 189.3 | |
| YOLOv11-seg2025.12 | 28.1 | 102.8 | 168.8 | |
| YOLOv8-seg2025.12 | 32.2 | 120 | 170.5 | |
| YOLACT2025.12 | 34.7 | 61.3 | 46.2 | |
| Mask R-CNN2025.12 | 43.9 | 259 | 13.6 | |
| Mask2Former2025.12 | 44.4 | 262.1 | 17 | |
| SOLOv22025.12 | 46.2 | 157.2 | 11.3 | |
| Swin Mask RCNN2025.12 | 47.4 | 264 | 9.3 | |
| ConvNeXt2025.12 | 48.7 | 268.2 | 18.8 |