Instance Segmentation on Trans10k
85.1Mask mAP@.50SEP-YOLO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SEP-YOLOVenue=-, Params (M)=2.98, FPS=882026.03 | 85.1 | 75.4 | |
| YOLO11nVenue=-, Params (M)=2.87, FPS=972026.03 | 81.3 | 72.9 | |
| YOLOv12nVenue=arxiv 2025, Params (M)=2.85, FPS=942026.03 | 80.7 | 71.1 | |
| Solov2Venue=NeurIPS 2020, Params (M)=36.1, FPS=432026.03 | 80.5 | 60 | |
| TrInSegVenue=IROS 2024, Params (M)=55.6, FPS=212026.03 | 80.5 | 73.7 | |
| Hyper-YOLO-NVenue=TPAMI 2024, Params (M)=3.8, FPS=782026.03 | 79.9 | 72 | |
| YOLOv10nVenue=NeurIPS 2024, Params (M)=2.64, FPS=872026.03 | 79.8 | 69.1 | |
| Mamba-YOLO-TVenue=AAAI 2025, Params (M)=6.3, FPS=692026.03 | 78.7 | 71.9 | |
| Mask-RCNNVenue=ICCV 2017, Params (M)=44.5, FPS=272026.03 | 77.1 | 68.7 |