Object Detection on GVD
88.2Box mAP@0.50SEP-YOLO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SEP-YOLOVenue=-, Params (M)=2.98, FPS=882026.03 | 88.2 | 79.6 | |
| Solov2Venue=NeurIPS 2020, Params (M)=36.1, FPS=432026.03 | 85.6 | 64.2 | |
| Mamba-YOLO-TVenue=AAAI 2025, Params (M)=6.3, FPS=692026.03 | 85.4 | 76 | |
| YOLO11nVenue=-, Params (M)=2.87, FPS=972026.03 | 85.1 | 75.1 | |
| TrInSegVenue=IROS 2024, Params (M)=55.6, FPS=212026.03 | 85.1 | 75.3 | |
| YOLOv12nVenue=arxiv 2025, Params (M)=2.85, FPS=942026.03 | 84.7 | 75.5 | |
| Hyper-YOLO-NVenue=TPAMI 2024, Params (M)=3.8, FPS=782026.03 | 81.9 | 74 | |
| YOLOv10nVenue=NeurIPS 2024, Params (M)=2.64, FPS=872026.03 | 81.2 | 72.5 | |
| Mask-RCNNVenue=ICCV 2017, Params (M)=44.5, FPS=272026.03 | 79.7 | 70.4 |