Object Detection on PIDray (hidden)
67.4mAP50YOLOv8m
Evaluation results
| Method | Links | ||
|---|---|---|---|
| YOLOv8mModel Size=50.3MB2026.05 | 67.4 | 53.3 | |
| GSA-YOLOModel Size=5.7MB2026.05 | 66.5 | 52.4 | |
| GEMA-YOLOModel Size=11.8MB2026.05 | 65.4 | 51.7 | |
| ESI-YOLOModel Size=6.7MB2026.05 | 65.1 | 51.8 | |
| DSF-YOLOModel Size=35.4MB2026.05 | 64.8 | 51.6 | |
| Fine-YOLOModel Size=46.2MB2026.05 | 64.6 | 51.2 | |
| YOLOv8nModel Size=6.2MB2026.05 | 64.4 | 51.4 | |
| SRW-YOLOModel Size=9.4MB2026.05 | 64.2 | 50.9 | |
| YOLOv8n-Pruned (L1)Model Size=4.4MB2026.05 | 63.5 | 50.4 | |
| YOLOv8n-Pruned+QAT (INT8)Model Size=2.3MB2026.05 | 62.2 | 49.2 | |
| YOLOv5nModel Size=3.9MB2026.05 | 59.3 | 40.6 | |
| Faster R-CNNModel Size=319.2MB2026.05 | 58.2 | 40.3 | |
| Retina-NetModel Size=128.7MB2026.05 | 57.5 | 40.1 |