Instance Segmentation on M18K (test)
88.1F1 ScoreMask R-CNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Mask R-CNNTraining Data=M18K-trained2025.12 | 88.1 | 86.6 | 89.6 | |
| YOLOV8-NTraining Data=M18K-trained2025.12 | 85.9 | 84.6 | 87.4 | |
| MRCNN-SDTraining Data=Synthetic-only, Evaluation Mode=Zero-shot2025.12 | 85.9 | 84.3 | 87.6 | |
| YOLOV8-XTraining Data=M18K-trained2025.12 | 85.8 | 84.7 | 86.9 | |
| YOLOV8-LTraining Data=M18K-trained2025.12 | 85.7 | 84.6 | 86.8 | |
| YOLOV8-STraining Data=M18K-trained2025.12 | 85.7 | 84.5 | 86.9 | |
| MRCNN-BTraining Data=Synthetic-only, Evaluation Mode=Zero-shot2025.12 | 84.8 | 81.4 | 88.6 | |
| YOLOV8-MTraining Data=M18K-trained2025.12 | 84.4 | 83.3 | 85.6 |