Object Detection on MS COCO 2017
83.5Latency (µs)eQSI-NMS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| eQSI-NMSModel=YOLOv8, Size=X2024.09 | 83.5 | 53.8 | |
| eQSI-NMSModel=YOLOv8, Size=L2024.09 | 85.2 | 52.7 | |
| eQSI-NMSModel=YOLOv8, Size=M2024.09 | 101.3 | 50.1 | |
| QSI-NMSModel=YOLOv8, Size=X2024.09 | 106.5 | 53.9 | |
| BOE-NMSModel=YOLOv8, Size=L2024.09 | 109.1 | 53 | |
| eQSI-NMSModel=YOLOv8, Size=S2024.09 | 109.4 | 44.7 | |
| BOE-NMSModel=YOLOv8, Size=X2024.09 | 109.9 | 54 | |
| QSI-NMSModel=YOLOv8, Size=L2024.09 | 111.7 | 52.8 | |
| eQSI-NMSModel=YOLOv8, Size=N2024.09 | 136.3 | 37.1 | |
| BOE-NMSModel=YOLOv8, Size=M2024.09 | 136.7 | 50.3 | |
| QSI-NMSModel=YOLOv8, Size=M2024.09 | 141.4 | 50.2 | |
| BOE-NMSModel=YOLOv8, Size=S2024.09 | 158.3 | 45 | |
| QSI-NMSModel=YOLOv8, Size=S2024.09 | 160.1 | 44.8 | |
| QSI-NMSModel=YOLOv8, Size=N2024.09 | 185.2 | 37.3 | |
| BOE-NMSModel=YOLOv8, Size=N2024.09 | 204.2 | 37.4 | |
| CUDA NMSModel=YOLOv8, Size=X2024.09 | 284.1 | 54 | |
| CUDA NMSModel=YOLOv8, Size=L2024.09 | 284.4 | 53 | |
| CUDA NMSModel=YOLOv8, Size=M2024.09 | 301 | 50.3 | |
| CUDA NMSModel=YOLOv8, Size=S2024.09 | 302.1 | 45 | |
| CUDA NMSModel=YOLOv8, Size=N2024.09 | 343.4 | 37.4 |