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The actual test speed of rf-detr is particularly slow

Open 4399123 opened this issue 4 months ago • 1 comments

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  • [x] I have searched the RF-DETR issues and found no similar bug report.

Bug

I conducted a comparative test between rf-deter-nano and yolov6-nano and found that the latter is significantly faster than the former. With an input image size of 672x672, rf-deter-nano takes 2.75ms while yolov6-nano (including NMS processing) only takes 0.45ms. The GPU used is RTX 4080S. Please tell me why there is such a large gap between the two.

Environment

RF-DETR :1.3 Windows 10 Python version:3.11 PyTorch version:2.4 CUDA:11.6 GPU:RTX 4080S

Minimal Reproducible Example


Additional

No response

Are you willing to submit a PR?

  • [ ] Yes, I'd like to help by submitting a PR!

4399123 avatar Nov 20 '25 06:11 4399123

That's because RF-detr nano is supposed to run at 384

isaacrob-roboflow avatar Nov 20 '25 16:11 isaacrob-roboflow