Object Detection on Open Images V7
95.1Latency (us)eQSI-NMS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| eQSI-NMSModel=YOLOv8, Size=X2024.09 | 95.1 | 35.7 | |
| eQSI-NMSModel=YOLOv8, Size=M2024.09 | 100.6 | 32.9 | |
| eQSI-NMSModel=YOLOv8, Size=L2024.09 | 100.8 | 34.2 | |
| eQSI-NMSModel=YOLOv8, Size=S2024.09 | 111.2 | 27.1 | |
| eQSI-NMSModel=YOLOv8, Size=N2024.09 | 132.3 | 18 | |
| BOE-NMSModel=YOLOv8, Size=X2024.09 | 168.5 | 35.9 | |
| QSI-NMSModel=YOLOv8, Size=X2024.09 | 173.2 | 35.8 | |
| BOE-NMSModel=YOLOv8, Size=L2024.09 | 175 | 34.4 | |
| QSI-NMSModel=YOLOv8, Size=L2024.09 | 180.3 | 34.3 | |
| QSI-NMSModel=YOLOv8, Size=M2024.09 | 189 | 33 | |
| BOE-NMSModel=YOLOv8, Size=M2024.09 | 191.9 | 33.1 | |
| QSI-NMSModel=YOLOv8, Size=S2024.09 | 199.5 | 27.1 | |
| BOE-NMSModel=YOLOv8, Size=S2024.09 | 214.7 | 27.3 | |
| QSI-NMSModel=YOLOv8, Size=N2024.09 | 231.8 | 18.1 | |
| BOE-NMSModel=YOLOv8, Size=N2024.09 | 260.2 | 18.1 | |
| Fast NMSModel=YOLOv8, Size=X2024.09 | 342 | 35.8 | |
| Fast NMSModel=YOLOv8, Size=L2024.09 | 350.5 | 34.4 | |
| Fast NMSModel=YOLOv8, Size=M2024.09 | 371.6 | 33.1 | |
| Fast NMSModel=YOLOv8, Size=S2024.09 | 412.8 | 27.2 | |
| Fast NMSModel=YOLOv8, Size=N2024.09 | 498.1 | 18.2 | |
| Cluster-NMSModel=YOLOv8, Size=X2024.09 | 648.8 | 35.9 | |
| Cluster-NMSModel=YOLOv8, Size=L2024.09 | 665.6 | 34.4 | |
| Cluster-NMSModel=YOLOv8, Size=M2024.09 | 744 | 33.1 | |
| Cluster-NMSModel=YOLOv8, Size=S2024.09 | 781.6 | 27.3 | |
| original NMSModel=YOLOv8, Size=X2024.09 | 803.4 | 35.9 | |
| original NMSModel=YOLOv8, Size=L2024.09 | 853.1 | 34.4 | |
| Cluster-NMSModel=YOLOv8, Size=N2024.09 | 952.4 | 18.1 | |
| original NMSModel=YOLOv8, Size=M2024.09 | 1,003.3 | 33.1 | |
| original NMSModel=YOLOv8, Size=S2024.09 | 1,212.1 | 27.3 | |
| original NMSModel=YOLOv8, Size=N2024.09 | 1,627.9 | 18.1 |