Object Detection on MD-FLS (test)
92.3mAP50Def. DETR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Def. DETRType=Trans., Params=41.6 M, GFLOPs=160.7, FPS=31.12026.05 | 92.3 | 65.9 | |
| MambaDSFType=SSM, Params=28.7 M, GFLOPs=141.5, FPS=47.52026.05 | 91 | 69.2 | |
| RT-DETR R50Type=Trans., Params=42.9 M, GFLOPs=135.8, FPS=67.62026.05 | 90.8 | 65.3 | |
| YOLOv3Type=CNN, Params=61.6 M, GFLOPs=283.0, FPS=116.22026.05 | 89.7 | 63.1 | |
| LS-DETRType=Trans., Params=13.7 M, GFLOPs=45.3, FPS=37.42026.05 | 89.7 | 66.4 | |
| YOLOv8-LType=CNN, Params=43.6 M, GFLOPs=165.4, FPS=137.92026.05 | 89.5 | 64.4 | |
| Faster R-CNNType=CNN, Params=41.4 M, GFLOPs=65.4, FPS=96.62026.05 | 89.1 | 57.5 | |
| YOLOv5-LType=CNN, Params=53.2 M, GFLOPs=135.3, FPS=123.32026.05 | 88.9 | 62.6 | |
| DINO-DETRType=Trans., Params=47.6 M, GFLOPs=119.0, FPS=41.12026.05 | 88.9 | 66.2 | |
| YOLOv10-LType=CNN, Params=25.8 M, GFLOPs=127.3, FPS=90.82026.05 | 85.5 | 62.4 |