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YOLOv11-Detection

Object Detection
PyTorch
real_time
android
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v0.43.0

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See https://github.com/quic/ai-hub-models/releases/v0.43.0 for changelog.

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  1. README.md +65 -82
README.md CHANGED
@@ -38,88 +38,71 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 12.833 ms | 0 - 80 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 12.21 ms | 0 - 98 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 6.983 ms | 0 - 43 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 7.689 ms | 5 - 42 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.868 ms | 0 - 74 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.652 ms | 5 - 79 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.441 ms | 1 - 54 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 21.166 ms | 0 - 80 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.107 ms | 2 - 99 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 12.833 ms | 0 - 80 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 12.21 ms | 0 - 98 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.868 ms | 0 - 75 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.646 ms | 4 - 79 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.18 ms | 0 - 34 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 8.167 ms | 0 - 39 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.868 ms | 0 - 80 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.659 ms | 2 - 83 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 21.166 ms | 0 - 80 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.107 ms | 2 - 99 MB | NPU | -- |
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- | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.784 ms | 0 - 150 MB | NPU | -- |
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- | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.642 ms | 0 - 231 MB | NPU | -- |
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- | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.707 ms | 3 - 106 MB | NPU | -- |
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- | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.193 ms | 0 - 90 MB | NPU | -- |
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- | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.12 ms | 5 - 105 MB | NPU | -- |
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- | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.598 ms | 2 - 88 MB | NPU | -- |
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- | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.755 ms | 0 - 85 MB | NPU | -- |
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- | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.587 ms | 5 - 125 MB | NPU | -- |
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- | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.693 ms | 3 - 68 MB | NPU | -- |
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- | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.081 ms | 137 - 137 MB | NPU | -- |
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- | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.75 ms | 5 - 5 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.69 ms | 1 - 33 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.248 ms | 2 - 12 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.872 ms | 0 - 32 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.69 ms | 1 - 33 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.248 ms | 2 - 13 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.24 ms | 2 - 12 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.872 ms | 0 - 32 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.91 ms | 2 - 51 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.122 ms | 2 - 44 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 4.469 ms | 2 - 43 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.849 ms | 2 - 48 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.561 ms | 0 - 0 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.352 ms | 1 - 28 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.904 ms | 0 - 36 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.852 ms | 1 - 36 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.739 ms | 0 - 13 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.595 ms | 1 - 15 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.217 ms | 0 - 27 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.028 ms | 1 - 28 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.14 ms | 0 - 38 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.678 ms | 1 - 38 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 66.432 ms | 2 - 13 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.352 ms | 1 - 28 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.733 ms | 0 - 13 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.602 ms | 0 - 13 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.611 ms | 0 - 32 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.417 ms | 1 - 35 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.743 ms | 0 - 13 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.596 ms | 1 - 14 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.217 ms | 0 - 27 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.028 ms | 1 - 28 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.153 ms | 0 - 37 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.072 ms | 1 - 42 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.877 ms | 0 - 30 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.795 ms | 1 - 32 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 1.956 ms | 0 - 34 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 1.722 ms | 1 - 37 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.833 ms | 0 - 36 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.735 ms | 1 - 38 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.872 ms | 1 - 1 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.046 ms | 1 - 32 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.205 ms | 2 - 12 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.804 ms | 1 - 32 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.046 ms | 1 - 32 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.22 ms | 2 - 12 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.206 ms | 2 - 12 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.804 ms | 1 - 32 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.271 ms | 2 - 47 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.7 ms | 2 - 37 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 3.15 ms | 2 - 38 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.516 ms | 2 - 44 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.478 ms | 1 - 1 MB | NPU | -- |
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 12.789 ms | 0 - 79 MB | NPU | -- |
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+ | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 12.219 ms | 1 - 99 MB | NPU | -- |
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+ | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 6.926 ms | 0 - 39 MB | NPU | -- |
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+ | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 7.703 ms | 4 - 41 MB | NPU | -- |
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+ | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.874 ms | 0 - 82 MB | NPU | -- |
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+ | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.656 ms | 0 - 71 MB | NPU | -- |
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+ | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.418 ms | 0 - 54 MB | NPU | -- |
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+ | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.207 ms | 0 - 79 MB | NPU | -- |
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+ | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 20.928 ms | 1 - 99 MB | NPU | -- |
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+ | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 12.789 ms | 0 - 79 MB | NPU | -- |
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+ | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 12.219 ms | 1 - 99 MB | NPU | -- |
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+ | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.853 ms | 0 - 79 MB | NPU | -- |
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+ | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.659 ms | 0 - 78 MB | NPU | -- |
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+ | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.192 ms | 0 - 34 MB | NPU | -- |
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+ | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 8.12 ms | 4 - 43 MB | NPU | -- |
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+ | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.877 ms | 0 - 75 MB | NPU | -- |
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+ | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.65 ms | 2 - 83 MB | NPU | -- |
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+ | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.207 ms | 0 - 79 MB | NPU | -- |
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+ | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 20.928 ms | 1 - 99 MB | NPU | -- |
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+ | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.79 ms | 55 - 207 MB | NPU | -- |
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+ | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.641 ms | 5 - 238 MB | NPU | -- |
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+ | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.694 ms | 0 - 103 MB | NPU | -- |
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+ | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.195 ms | 0 - 90 MB | NPU | -- |
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+ | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.123 ms | 0 - 98 MB | NPU | -- |
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+ | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.61 ms | 3 - 90 MB | NPU | -- |
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+ | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.756 ms | 0 - 86 MB | NPU | -- |
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+ | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.586 ms | 1 - 121 MB | NPU | -- |
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+ | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.707 ms | 1 - 63 MB | NPU | -- |
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+ | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.068 ms | 90 - 90 MB | NPU | -- |
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+ | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.731 ms | 5 - 5 MB | NPU | -- |
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+ | YOLOv11-Detection | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 337.361 ms | 94 - 99 MB | CPU | -- |
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+ | YOLOv11-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.896 ms | 2 - 35 MB | NPU | -- |
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+ | YOLOv11-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.326 ms | 2 - 13 MB | NPU | -- |
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+ | YOLOv11-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.4 ms | 0 - 17 MB | NPU | -- |
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+ | YOLOv11-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.932 ms | 0 - 33 MB | NPU | -- |
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+ | YOLOv11-Detection | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 132.643 ms | 86 - 91 MB | CPU | -- |
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+ | YOLOv11-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.896 ms | 2 - 35 MB | NPU | -- |
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+ | YOLOv11-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.333 ms | 2 - 12 MB | NPU | -- |
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+ | YOLOv11-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.332 ms | 2 - 12 MB | NPU | -- |
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+ | YOLOv11-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.932 ms | 0 - 33 MB | NPU | -- |
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+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.991 ms | 2 - 48 MB | NPU | -- |
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+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.361 ms | 0 - 49 MB | NPU | -- |
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+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.153 ms | 2 - 41 MB | NPU | -- |
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+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.621 ms | 0 - 42 MB | NPU | -- |
85
+ | YOLOv11-Detection | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 4.654 ms | 2 - 44 MB | NPU | -- |
86
+ | YOLOv11-Detection | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 150.024 ms | 94 - 111 MB | CPU | -- |
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+ | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.875 ms | 2 - 47 MB | NPU | -- |
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+ | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.424 ms | 1 - 46 MB | NPU | -- |
89
+ | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.71 ms | 0 - 0 MB | NPU | -- |
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+ | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.675 ms | 2 - 2 MB | NPU | -- |
91
+ | YOLOv11-Detection | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 3.79 ms | 0 - 6 MB | NPU | -- |
92
+ | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.647 ms | 0 - 27 MB | NPU | -- |
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+ | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.937 ms | 0 - 40 MB | NPU | -- |
94
+ | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.791 ms | 0 - 13 MB | NPU | -- |
95
+ | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.288 ms | 0 - 27 MB | NPU | -- |
96
+ | YOLOv11-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 65.416 ms | 3 - 14 MB | NPU | -- |
97
+ | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.647 ms | 0 - 27 MB | NPU | -- |
98
+ | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.791 ms | 0 - 9 MB | NPU | -- |
99
+ | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.672 ms | 0 - 33 MB | NPU | -- |
100
+ | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.793 ms | 0 - 13 MB | NPU | -- |
101
+ | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.288 ms | 0 - 27 MB | NPU | -- |
102
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.184 ms | 0 - 43 MB | NPU | -- |
103
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.897 ms | 0 - 28 MB | NPU | -- |
104
+ | YOLOv11-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 1.831 ms | 0 - 35 MB | NPU | -- |
105
+ | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.845 ms | 0 - 34 MB | NPU | -- |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
106
 
107
 
108