@@ -30,22 +30,22 @@ RF-DETR achieves state-of-the-art performance on both the Microsoft COCO and the
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![ rf-detr-coco-rf100-vl-9] ( https://media.roboflow.com/rfdetr/pareto1.png )
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- | Architecture | COCO AP<sub >50</sub > | COCO AP<sub >50:95</sub > | RF100VL AP<sub >50</sub > | RF100VL AP<sub >50:95</sub > | Latency (ms) | Params (M) |
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- | :------------:| :--------------------:| :--------------------------:| :--------------------------:| :---------------------------:| :---------------:| :------------:|
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- | RF-DETR-N | 67.6 | 48.4 | 84.1 | 57.1 | 2.32 | 30.5 |
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- | RF-DETR-S | 72.1 | 53.0 | 85.9 | 59.6 | 3.52 | 32.1 |
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- | RF-DETR-M | 73.6 | 54.7 | 86.6 | 60.6 | 4.52 | 33.7 |
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- | YOLO11-N | 52.0 | 37.4 | 81.4 | 55.3 | 2.49 | 2.6 |
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- | YOLO11-S | 59.7 | 44.4 | 82.3 | 56.2 | 3.16 | 9.4 |
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- | YOLO11-M | 64.1 | 48.6 | 82.5 | 56.5 | 5.13 | 20.1 |
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- | YOLO11-L | 65.3 | 50.2 | x | x | 6.65 | 25.3 |
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- | YOLO11-X | 66.5 | 51.2 | x | x | 11.92 | 56.9 |
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- | LW-DETR-T | 60.7 | 42.9 | x | x | 1.91 | 12.1 |
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- | LW-DETR-S | 66.8 | 48.0 | 84.5 | 58.0 | 2.62 | 14.6 |
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- | LW-DETR-M | 72.0 | 52.6 | 85.2 | 59.4 | 4.49 | 28.2 |
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- | D-FINE-N | 60.2 | 42.7 | 83.6 | 57.7 | 2.12 | 3.8 |
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- | D-FINE-S | 67.6 | 50.7 | 84.5 | 59.9 | 3.55 | 10.2 |
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- | D-FINE-M | 72.6 | 55.1 | 84.6 | 60.2 | 5.68 | 19.2 |
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+ | Architecture | COCO AP<sub >50</sub > | COCO AP<sub >50:95</sub > | RF100VL AP<sub >50</sub > | RF100VL AP<sub >50:95</sub > | Latency (ms) | Params (M) | Resolution |
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+ | :------------:| :--------------------:| :--------------------------:| :--------------------------:| :---------------------------:| :---------------:| :------------:| :-------------: |
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+ | RF-DETR-N | 67.6 | 48.4 | 84.1 | 57.1 | 2.32 | 30.5 | 384x384 |
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+ | RF-DETR-S | 72.1 | 53.0 | 85.9 | 59.6 | 3.52 | 32.1 | 512x512 |
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+ | RF-DETR-M | 73.6 | 54.7 | 86.6 | 60.6 | 4.52 | 33.7 | 576x576 |
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+ | YOLO11-N | 52.0 | 37.4 | 81.4 | 55.3 | 2.49 | 2.6 | 640x640 |
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+ | YOLO11-S | 59.7 | 44.4 | 82.3 | 56.2 | 3.16 | 9.4 | 640x640 |
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+ | YOLO11-M | 64.1 | 48.6 | 82.5 | 56.5 | 5.13 | 20.1 | 640x640 |
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+ | YOLO11-L | 65.3 | 50.2 | x | x | 6.65 | 25.3 | 640x640 |
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+ | YOLO11-X | 66.5 | 51.2 | x | x | 11.92 | 56.9 | 640x640 |
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+ | LW-DETR-T | 60.7 | 42.9 | x | x | 1.91 | 12.1 | 640x640 |
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+ | LW-DETR-S | 66.8 | 48.0 | 84.5 | 58.0 | 2.62 | 14.6 | 640x640 |
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+ | LW-DETR-M | 72.0 | 52.6 | 85.2 | 59.4 | 4.49 | 28.2 | 640x640 |
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+ | D-FINE-N | 60.2 | 42.7 | 83.6 | 57.7 | 2.12 | 3.8 | 640x640 |
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+ | D-FINE-S | 67.6 | 50.7 | 84.5 | 59.9 | 3.55 | 10.2 | 640x640 |
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+ | D-FINE-M | 72.6 | 55.1 | 84.6 | 60.2 | 5.68 | 19.2 | 640x640 |
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[ See our benchmark notes in the RF-DETR documentation.] ( https://rfdetr.roboflow.com/learn/benchmarks/ )
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