Pediatric wrist fracture detection on GRAZPEDWRI-DX (val)
66F1-ScoreYOLOv9
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| YOLOv9Input Size=1024, Params=69.42M, FLOPs=244.9G, Model Size=E2024.10 | 66 | 65.62 | 16.1 | |
| YOLOv8+GC-M3Input Size=1024, Params=43.85M, FLOPs=165.6G, Model Size=L2024.10 | 66 | 66.32 | 7.9 | |
| YOLOv8+SE-M3Input Size=1024, Params=43.85M, FLOPs=165.6G, Model Size=L2024.10 | 66 | 67.07 | 15.3 | |
| YOLOv8+ECAInput Size=1024, Params=43.64M, FLOPs=165.5G, Model Size=L2024.10 | 65 | 64.24 | 7.7 | |
| YOLOv8+GAMInput Size=1024, Params=49.29M, FLOPs=183.5G, Model Size=L2024.10 | 65 | 64.26 | 12.7 | |
| YOLOv8+ResGAMInput Size=1024, Params=49.29M, FLOPs=183.5G, Model Size=L2024.10 | 64 | 64.98 | 18.1 | |
| YOLOv8+ResCBAMInput Size=1024, Params=53.87M, FLOPs=196.2G, Model Size=L2024.10 | 64 | 65.78 | 8.7 | |
| YOLOv8+GCT-M2Input Size=1024, Params=43.64M, FLOPs=165.4G, Model Size=L2024.10 | 64 | 65.67 | 15.3 | |
| YOLOv8+GE-M2Input Size=1024, Params=43.65M, FLOPs=165.4G, Model Size=L2024.10 | 64 | 65.99 | 15.3 | |
| YOLOv8+SAInput Size=1024, Params=43.64M, FLOPs=165.4G, Model Size=L2024.10 | 63 | 64.25 | 8 | |
| YOLOv8Input Size=1024, Params=43.61M, FLOPs=164.9G, Model Size=L2024.10 | 62 | 63.58 | 7.7 |