RF-DETR vs YOLO

[GabrieleGiudic]

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Question

Hi all,

I would like to compare YOLO-class models with RF-DETR.

In particular, I’m interested in comparing the evaluation outputs — specifically the val call described here:
https://docs.ultralytics.com/modes/val/#key-features-of-val-mode

# model = YOLO("path/to/best.pt")  # load a custom model
# metrics = model.val()  # no arguments needed, dataset and settings remembered

Is it possible to obtain the same set of metrics for RF-DETR?
I haven’t found anything that matches this functionality, am I missing something?

If it’s not currently available, I think adding such a feature to the repository would be extremely valuable.

I know that you also rely on supervision package, is there a piece of code where you directly compare YOLO and RF-DETR and create metrics like mAP etc.. thank you.

Please let me know.

Additional

No response