921 B
921 B
| 1 | model | precision | recall | mAP50 | mAP50-95 | f1_score | mean_IoU | inference_time | inference_fps | model_size_mb |
|---|---|---|---|---|---|---|---|---|---|---|
| 2 | YOLOv8x | 0.5802750308354792 | 0.19604673806965306 | 0.39102214562486115 | 0.16070488676786066 | 0.29307699853463975 | 0 | 0.04080785989761353 | 24.505083150868217 | 130.39116191864014 |
| 3 | YOLOv9e | 0.5858803066254644 | 0.19183239864264118 | 0.3915246494612059 | 0.16146398598283707 | 0.289029158869797 | 0 | 0.02869248628616333 | 34.8523299802792 | 111.83285713195801 |
| 4 | YOLOv10x | 0.5657525792482877 | 0.18632740793939978 | 0.3752592305942457 | 0.156037127850175 | 0.2803297878102947 | 0 | 0.024821592966715496 | 40.28750295522731 | 61.12803840637207 |
| 5 | YOLO11x | 0.5568671314564757 | 0.20058049557556173 | 0.3771942805437813 | 0.15638678521327326 | 0.2949291309293667 | 0 | 0.025052271684010825 | 39.91653980977033 | 109.09468269348145 |
| 6 | YOLO12x | 0.5803901762700486 | 0.18269323730176718 | 0.3826259183074694 | 0.16225306064175796 | 0.2779076528231838 | 0 | 0.028874218463897705 | 34.632972014474774 | 113.5777530670166 |