Instance Segmentation on HDD Disassembly Real-World Dataset
99.5Mask AP@50YOLOv11n-seg
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| YOLOv11n-segComponent Class=Platter, Model=YOLOv11n-seg, Pre-training=Synthetic data, Fine-tuning=Real-world data2026.04 | 99.5 | — | — | |
| YOLOv11n-segComponent Class=Spindle Motor Hub, Model=YOLOv11n-seg, Pre-training=Synthetic data, Fine-tuning=Real-world data2026.04 | 99.5 | — | — | |
| YOLOv11n-segComponent Class=Read-Write-Head, Model=YOLOv11n-seg, Pre-training=Synthetic data, Fine-tuning=Real-world data2026.04 | 99.5 | — | — | |
| YOLOv11n-segComponent Class=Bearing, Model=YOLOv11n-seg, Pre-training=Synthetic data, Fine-tuning=Real-world data2026.04 | 99.5 | — | — | |
| YOLOv11n-segComponent Class=PCB, Model=YOLOv11n-seg, Pre-training=Synthetic data, Fine-tuning=Real-world data2026.04 | 99.5 | — | — | |
| YOLOv11n-segComponent Class=Magnet, Model=YOLOv11n-seg, Pre-training=Synthetic data, Fine-tuning=Real-world data2026.04 | 99.5 | — | — | |
| YOLOv11n-segComponent Class=Top Plate, Model=YOLOv11n-seg, Pre-training=Synthetic data, Fine-tuning=Real-world data2026.04 | 97 | — | — | |
| YOLOv11n-segComponent Class=Landing Tray, Model=YOLOv11n-seg, Pre-training=Synthetic data, Fine-tuning=Real-world data2026.04 | 92.2 | — | — | |
| YOLOv11n-segComponent Class=Screw, Model=YOLOv11n-seg, Pre-training=Synthetic data, Fine-tuning=Real-world data2026.04 | 91 | — | — | |
| YOLOv11n-segComponent Class=SATA Power Connector, Model=YOLOv11n-seg, Pre-training=Synthetic data, Fine-tuning=Real-world data2026.04 | 88 | — | — | |
| YOLOv11n-segComponent Class=SATA Connector, Model=YOLOv11n-seg, Pre-training=Synthetic data, Fine-tuning=Real-world data2026.04 | 86.6 | — | — | |
| YOLOv11n-segComponent Class=Overall Pipeline, Model=YOLOv11n-seg, Pre-training=Synthetic data, Fine-tuning=Real-world data2026.04 | — | 95.7 | 72.4 |