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YOLOv11-Detection

Object Detection
PyTorch
real_time
android
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v0.39.0

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See https://github.com/quic/ai-hub-models/releases/v0.39.0 for changelog.

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  1. README.md +111 -94
README.md CHANGED
@@ -38,100 +38,117 @@ 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 | 13.477 ms | 0 - 65 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 12.411 ms | 2 - 96 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 7.309 ms | 0 - 40 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 8.662 ms | 5 - 44 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.298 ms | 0 - 23 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.845 ms | 1 - 101 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.698 ms | 0 - 103 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.595 ms | 0 - 65 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.222 ms | 2 - 121 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 13.477 ms | 0 - 65 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 12.411 ms | 2 - 96 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.305 ms | 0 - 23 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.838 ms | 5 - 103 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.499 ms | 0 - 33 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 8.14 ms | 4 - 38 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.309 ms | 0 - 22 MB | NPU | -- |
57
- | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.852 ms | 5 - 91 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.595 ms | 0 - 65 MB | NPU | -- |
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- | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.222 ms | 2 - 121 MB | NPU | -- |
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- | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.13 ms | 0 - 82 MB | NPU | -- |
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- | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.742 ms | 5 - 229 MB | NPU | -- |
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- | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.694 ms | 0 - 202 MB | NPU | -- |
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- | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.552 ms | 0 - 74 MB | NPU | -- |
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- | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.293 ms | 5 - 120 MB | NPU | -- |
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- | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.741 ms | 1 - 95 MB | NPU | -- |
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- | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.296 ms | 118 - 118 MB | NPU | -- |
67
- | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.021 ms | 5 - 5 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.214 ms | 2 - 37 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.599 ms | 2 - 45 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.837 ms | 2 - 11 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 59.052 ms | 10 - 195 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.425 ms | 2 - 35 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 13.725 ms | 2 - 40 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 169.623 ms | 93 - 109 MB | CPU | -- |
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- | YOLOv11-Detection | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 132.002 ms | 92 - 98 MB | CPU | -- |
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- | YOLOv11-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.214 ms | 2 - 37 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.847 ms | 2 - 13 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.076 ms | 2 - 40 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.843 ms | 2 - 13 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.425 ms | 2 - 35 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.537 ms | 2 - 47 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 45.285 ms | 3 - 1738 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.802 ms | 2 - 44 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 41.236 ms | 23 - 958 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.224 ms | 10 - 10 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 57.198 ms | 29 - 29 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.713 ms | 0 - 26 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.526 ms | 1 - 27 MB | NPU | -- |
89
- | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.978 ms | 0 - 43 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.937 ms | 1 - 39 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.83 ms | 0 - 12 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.714 ms | 1 - 13 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 6.597 ms | 0 - 28 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.291 ms | 0 - 26 MB | NPU | -- |
95
- | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.174 ms | 0 - 26 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.088 ms | 0 - 33 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.487 ms | 1 - 38 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 50.335 ms | 24 - 41 MB | CPU | -- |
99
- | YOLOv11-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 56.373 ms | 1 - 8 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 44.157 ms | 22 - 27 MB | CPU | -- |
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- | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.713 ms | 0 - 26 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.526 ms | 1 - 27 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.835 ms | 0 - 12 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.721 ms | 1 - 13 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.676 ms | 0 - 32 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.536 ms | 1 - 33 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.827 ms | 0 - 7 MB | NPU | -- |
108
- | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.723 ms | 2 - 13 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.291 ms | 0 - 26 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.174 ms | 0 - 26 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.215 ms | 0 - 38 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.186 ms | 1 - 37 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.749 ms | 1 - 86 MB | NPU | -- |
114
- | YOLOv11-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.927 ms | 0 - 28 MB | NPU | -- |
115
- | YOLOv11-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.84 ms | 1 - 29 MB | NPU | -- |
116
- | YOLOv11-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.415 ms | 0 - 66 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.988 ms | 0 - 0 MB | NPU | -- |
118
- | YOLOv11-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.813 ms | 1 - 1 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.535 ms | 2 - 30 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.812 ms | 2 - 11 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 63.077 ms | 10 - 196 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.377 ms | 2 - 30 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 144.543 ms | 75 - 92 MB | CPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 112.679 ms | 79 - 93 MB | CPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.535 ms | 2 - 30 MB | NPU | -- |
126
- | YOLOv11-Detection | w8a8_mixed_int16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.811 ms | 2 - 13 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.804 ms | 2 - 12 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.377 ms | 2 - 30 MB | NPU | -- |
129
- | YOLOv11-Detection | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.882 ms | 2 - 36 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 50.069 ms | 0 - 891 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.343 ms | 2 - 39 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 42.955 ms | 23 - 898 MB | NPU | -- |
133
- | YOLOv11-Detection | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.154 ms | 5 - 5 MB | NPU | -- |
134
- | YOLOv11-Detection | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 65.943 ms | 29 - 29 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 | 12.606 ms | 0 - 66 MB | NPU | -- |
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+ | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 12.309 ms | 2 - 100 MB | NPU | -- |
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+ | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 6.925 ms | 0 - 39 MB | NPU | -- |
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+ | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 11.585 ms | 5 - 42 MB | NPU | -- |
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+ | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.711 ms | 0 - 25 MB | NPU | -- |
46
+ | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.687 ms | 2 - 97 MB | NPU | -- |
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+ | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.831 ms | 0 - 101 MB | NPU | -- |
48
+ | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.031 ms | 0 - 66 MB | NPU | -- |
49
+ | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.065 ms | 1 - 115 MB | NPU | -- |
50
+ | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 12.606 ms | 0 - 66 MB | NPU | -- |
51
+ | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 12.309 ms | 2 - 100 MB | NPU | -- |
52
+ | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.711 ms | 0 - 25 MB | NPU | -- |
53
+ | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.706 ms | 0 - 83 MB | NPU | -- |
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+ | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.134 ms | 0 - 32 MB | NPU | -- |
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+ | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 7.915 ms | 3 - 38 MB | NPU | -- |
56
+ | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.713 ms | 0 - 26 MB | NPU | -- |
57
+ | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.684 ms | 0 - 96 MB | NPU | -- |
58
+ | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.031 ms | 0 - 66 MB | NPU | -- |
59
+ | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.065 ms | 1 - 115 MB | NPU | -- |
60
+ | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.692 ms | 0 - 80 MB | NPU | -- |
61
+ | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.66 ms | 5 - 242 MB | NPU | -- |
62
+ | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.798 ms | 0 - 183 MB | NPU | -- |
63
+ | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.113 ms | 0 - 77 MB | NPU | -- |
64
+ | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.995 ms | 5 - 136 MB | NPU | -- |
65
+ | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.602 ms | 3 - 94 MB | NPU | -- |
66
+ | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.675 ms | 0 - 67 MB | NPU | -- |
67
+ | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.606 ms | 5 - 120 MB | NPU | -- |
68
+ | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.77 ms | 3 - 91 MB | NPU | -- |
69
+ | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.084 ms | 163 - 163 MB | NPU | -- |
70
+ | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.113 ms | 5 - 5 MB | NPU | -- |
71
+ | YOLOv11-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.033 ms | 0 - 31 MB | NPU | -- |
72
+ | YOLOv11-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.513 ms | 2 - 46 MB | NPU | -- |
73
+ | YOLOv11-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.752 ms | 2 - 11 MB | NPU | -- |
74
+ | YOLOv11-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 53.742 ms | 16 - 188 MB | NPU | -- |
75
+ | YOLOv11-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.362 ms | 0 - 32 MB | NPU | -- |
76
+ | YOLOv11-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 12.692 ms | 2 - 39 MB | NPU | -- |
77
+ | YOLOv11-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 166.634 ms | 92 - 107 MB | CPU | -- |
78
+ | YOLOv11-Detection | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 137.903 ms | 87 - 93 MB | CPU | -- |
79
+ | YOLOv11-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.033 ms | 0 - 31 MB | NPU | -- |
80
+ | YOLOv11-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.76 ms | 2 - 13 MB | NPU | -- |
81
+ | YOLOv11-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 4.986 ms | 2 - 41 MB | NPU | -- |
82
+ | YOLOv11-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.749 ms | 2 - 13 MB | NPU | -- |
83
+ | YOLOv11-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.362 ms | 0 - 32 MB | NPU | -- |
84
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.529 ms | 2 - 48 MB | NPU | -- |
85
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 42.605 ms | 3 - 1981 MB | NPU | -- |
86
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.758 ms | 2 - 43 MB | NPU | -- |
87
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 38.817 ms | 22 - 980 MB | NPU | -- |
88
+ | YOLOv11-Detection | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 5.087 ms | 2 - 47 MB | NPU | -- |
89
+ | YOLOv11-Detection | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 149.35 ms | 80 - 97 MB | CPU | -- |
90
+ | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.461 ms | 2 - 44 MB | NPU | -- |
91
+ | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 37.987 ms | 7 - 906 MB | NPU | -- |
92
+ | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.2 ms | 8 - 8 MB | NPU | -- |
93
+ | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 53.598 ms | 31 - 31 MB | NPU | -- |
94
+ | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.467 ms | 0 - 25 MB | NPU | -- |
95
+ | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.387 ms | 1 - 27 MB | NPU | -- |
96
+ | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.882 ms | 0 - 38 MB | NPU | -- |
97
+ | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.857 ms | 1 - 38 MB | NPU | -- |
98
+ | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.708 ms | 0 - 12 MB | NPU | -- |
99
+ | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.629 ms | 1 - 13 MB | NPU | -- |
100
+ | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.905 ms | 0 - 27 MB | NPU | -- |
101
+ | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.19 ms | 0 - 25 MB | NPU | -- |
102
+ | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.09 ms | 0 - 26 MB | NPU | -- |
103
+ | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.028 ms | 0 - 36 MB | NPU | -- |
104
+ | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 4.963 ms | 1 - 37 MB | NPU | -- |
105
+ | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 40.756 ms | 24 - 41 MB | CPU | -- |
106
+ | YOLOv11-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 52.943 ms | 0 - 8 MB | NPU | -- |
107
+ | YOLOv11-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 36.435 ms | 23 - 28 MB | CPU | -- |
108
+ | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.467 ms | 0 - 25 MB | NPU | -- |
109
+ | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.387 ms | 1 - 27 MB | NPU | -- |
110
+ | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.718 ms | 0 - 13 MB | NPU | -- |
111
+ | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.633 ms | 1 - 12 MB | NPU | -- |
112
+ | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.595 ms | 0 - 31 MB | NPU | -- |
113
+ | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.423 ms | 1 - 33 MB | NPU | -- |
114
+ | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.718 ms | 0 - 11 MB | NPU | -- |
115
+ | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.63 ms | 1 - 13 MB | NPU | -- |
116
+ | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.19 ms | 0 - 25 MB | NPU | -- |
117
+ | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.09 ms | 0 - 26 MB | NPU | -- |
118
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.133 ms | 0 - 37 MB | NPU | -- |
119
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.101 ms | 1 - 40 MB | NPU | -- |
120
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.565 ms | 0 - 86 MB | NPU | -- |
121
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.864 ms | 0 - 29 MB | NPU | -- |
122
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.803 ms | 0 - 29 MB | NPU | -- |
123
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.084 ms | 0 - 57 MB | NPU | -- |
124
+ | YOLOv11-Detection | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | TFLITE | 1.762 ms | 0 - 33 MB | NPU | -- |
125
+ | YOLOv11-Detection | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 1.709 ms | 1 - 37 MB | NPU | -- |
126
+ | YOLOv11-Detection | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 37.667 ms | 25 - 44 MB | CPU | -- |
127
+ | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.838 ms | 0 - 31 MB | NPU | -- |
128
+ | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.735 ms | 1 - 36 MB | NPU | -- |
129
+ | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.897 ms | 1 - 85 MB | NPU | -- |
130
+ | YOLOv11-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.864 ms | 0 - 0 MB | NPU | -- |
131
+ | YOLOv11-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.746 ms | 2 - 2 MB | NPU | -- |
132
+ | YOLOv11-Detection | w8a8_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.403 ms | 2 - 31 MB | NPU | -- |
133
+ | YOLOv11-Detection | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.722 ms | 2 - 11 MB | NPU | -- |
134
+ | YOLOv11-Detection | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 57.515 ms | 10 - 193 MB | NPU | -- |
135
+ | YOLOv11-Detection | w8a8_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.333 ms | 2 - 30 MB | NPU | -- |
136
+ | YOLOv11-Detection | w8a8_mixed_int16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 132.102 ms | 75 - 93 MB | CPU | -- |
137
+ | YOLOv11-Detection | w8a8_mixed_int16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 109.298 ms | 77 - 84 MB | CPU | -- |
138
+ | YOLOv11-Detection | w8a8_mixed_int16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.403 ms | 2 - 31 MB | NPU | -- |
139
+ | YOLOv11-Detection | w8a8_mixed_int16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.722 ms | 2 - 11 MB | NPU | -- |
140
+ | YOLOv11-Detection | w8a8_mixed_int16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.725 ms | 2 - 12 MB | NPU | -- |
141
+ | YOLOv11-Detection | w8a8_mixed_int16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.333 ms | 2 - 30 MB | NPU | -- |
142
+ | YOLOv11-Detection | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.826 ms | 2 - 41 MB | NPU | -- |
143
+ | YOLOv11-Detection | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 45.914 ms | 0 - 1939 MB | NPU | -- |
144
+ | YOLOv11-Detection | w8a8_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.309 ms | 2 - 38 MB | NPU | -- |
145
+ | YOLOv11-Detection | w8a8_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 40.648 ms | 24 - 951 MB | NPU | -- |
146
+ | YOLOv11-Detection | w8a8_mixed_int16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 3.237 ms | 2 - 40 MB | NPU | -- |
147
+ | YOLOv11-Detection | w8a8_mixed_int16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 123.723 ms | 82 - 101 MB | CPU | -- |
148
+ | YOLOv11-Detection | w8a8_mixed_int16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.111 ms | 1 - 36 MB | NPU | -- |
149
+ | YOLOv11-Detection | w8a8_mixed_int16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 39.649 ms | 6 - 901 MB | NPU | -- |
150
+ | YOLOv11-Detection | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.076 ms | 3 - 3 MB | NPU | -- |
151
+ | YOLOv11-Detection | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 56.907 ms | 31 - 31 MB | NPU | -- |
152
 
153
 
154