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update benchmark preamble
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README.md

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[See our benchmark notes in the RF-DETR documentation.](https://rfdetr.roboflow.com/learn/benchmarks/)
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_We are actively working on a new RF-DETR Large model that will substantially outperform the current RF-DETR Large available in this repository. This is why RF-DETR Large is not yet reported on our pareto graph. Check back in the next few weeks for our RF-DETR Large launch._
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_We are actively working on RF-DETR Large and X-Large models using the same techniques we used to achieve the strong accuracy that RF-DETR Medium attains. This is why RF-DETR Large and X-Large is not yet reported on our pareto charts. Check back in the next few weeks for the launch of new RF-DETR Large and X-Large models._
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## Installation
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Pip install the `rfdetr` package in a [**Python>=3.9**](https://www.python.org/) environment.
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To install RF-DETR, install the `rfdetr` package in a [**Python>=3.9**](https://www.python.org/) environment with `pip`:
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```bash
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pip install rfdetr

docs/learn/benchmarks.md

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|D-FINE |Nano |60.2 |42.7 |83.6 |57.7 |2.12 |
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|D-FINE |Small |67.6 |50.7 |84.5 |59.9 |3.55 |
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|D-FINE |Medium|72.6 |55.1 |84.6 |60.2 |5.68 |
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_We are actively working on RF-DETR Large and X-Large models using the same techniques we used to achieve the strong accuracy that RF-DETR Medium attains. This is why RF-DETR Large and X-Large is not yet reported on our pareto charts. Check back in the next few weeks for the launch of new RF-DETR Large and X-Large models._

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