Object Detection on Trans10k
85.2Box mAP@.50SEP-YOLO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SEP-YOLOVenue=-, Params (M)=2.98, FPS=882026.03 | 85.2 | 77.4 | |
| YOLO11nVenue=-, Params (M)=2.87, FPS=972026.03 | 81.6 | 74.2 | |
| TrInSegVenue=IROS 2024, Params (M)=55.6, FPS=212026.03 | 81 | 73.9 | |
| YOLOv12nVenue=arxiv 2025, Params (M)=2.85, FPS=942026.03 | 81 | 74.1 | |
| Solov2Venue=NeurIPS 2020, Params (M)=36.1, FPS=432026.03 | 80.3 | 60.1 | |
| Hyper-YOLO-NVenue=TPAMI 2024, Params (M)=3.8, FPS=782026.03 | 80.1 | 73.1 | |
| YOLOv10nVenue=NeurIPS 2024, Params (M)=2.64, FPS=872026.03 | 79.4 | 68.9 | |
| Mamba-YOLO-TVenue=AAAI 2025, Params (M)=6.3, FPS=692026.03 | 79.1 | 72.7 | |
| Mask-RCNNVenue=ICCV 2017, Params (M)=44.5, FPS=272026.03 | 77.3 | 69.1 |