Object Detection on FLS (test)
83.3mAP50MambaDSF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MambaDSFType=SSM, Params=28.7 M, GFLOPs=141.5, FPS=47.52026.05 | 83.3 | 56.7 | |
| Def. DETRType=Trans., Params=41.6 M, GFLOPs=160.7, FPS=31.12026.05 | 81.9 | 49 | |
| LS-DETRType=Trans., Params=13.7 M, GFLOPs=45.3, FPS=37.42026.05 | 80.6 | 50.8 | |
| YOLOv8-LType=CNN, Params=43.6 M, GFLOPs=165.4, FPS=137.92026.05 | 78.7 | 47.5 | |
| DINO-DETRType=Trans., Params=47.6 M, GFLOPs=119.0, FPS=41.12026.05 | 77.4 | 51.5 | |
| RT-DETR R50Type=Trans., Params=42.9 M, GFLOPs=135.8, FPS=67.62026.05 | 77.2 | 52.3 | |
| YOLOv5-LType=CNN, Params=53.2 M, GFLOPs=135.3, FPS=123.32026.05 | 75.1 | 43 | |
| YOLOv10-LType=CNN, Params=25.8 M, GFLOPs=127.3, FPS=90.82026.05 | 73.1 | 47.1 | |
| YOLOv3Type=CNN, Params=61.6 M, GFLOPs=283.0, FPS=116.22026.05 | 71.4 | 38.4 | |
| Faster R-CNNType=CNN, Params=41.4 M, GFLOPs=65.4, FPS=96.62026.05 | 69 | 37.4 |