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YOLOv11-Detection

Object Detection
PyTorch
real_time
android
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v0.31.0

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See https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.

Files changed (1) hide show
  1. README.md +79 -65
README.md CHANGED
@@ -33,71 +33,85 @@ This model is an implementation of YOLOv11-Detection found [here](https://github
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
35
  |---|---|---|---|---|---|---|---|---|
36
- | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 15.987 ms | 0 - 39 MB | NPU | -- |
37
- | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 12.885 ms | 1 - 10 MB | NPU | -- |
38
- | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.943 ms | 0 - 38 MB | NPU | -- |
39
- | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 9.811 ms | 5 - 44 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 5.893 ms | 0 - 21 MB | NPU | -- |
41
- | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 4.283 ms | 5 - 8 MB | NPU | -- |
42
- | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.244 ms | 0 - 40 MB | NPU | -- |
43
- | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 5.612 ms | 2 - 14 MB | NPU | -- |
44
- | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 15.987 ms | 0 - 39 MB | NPU | -- |
45
- | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 12.885 ms | 1 - 10 MB | NPU | -- |
46
- | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 6.038 ms | 0 - 17 MB | NPU | -- |
47
- | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 4.325 ms | 5 - 16 MB | NPU | -- |
48
- | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 10.261 ms | 0 - 26 MB | NPU | -- |
49
- | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 8.537 ms | 0 - 17 MB | NPU | -- |
50
- | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 5.928 ms | 0 - 20 MB | NPU | -- |
51
- | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 4.353 ms | 5 - 7 MB | NPU | -- |
52
- | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.244 ms | 0 - 40 MB | NPU | -- |
53
- | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 5.612 ms | 2 - 14 MB | NPU | -- |
54
- | YOLOv11-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 5.904 ms | 0 - 17 MB | NPU | -- |
55
- | YOLOv11-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 4.284 ms | 0 - 48 MB | NPU | -- |
56
- | YOLOv11-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.789 ms | 5 - 33 MB | NPU | -- |
57
- | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.254 ms | 0 - 57 MB | NPU | -- |
58
- | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 2.998 ms | 5 - 193 MB | NPU | -- |
59
- | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.777 ms | 0 - 161 MB | NPU | -- |
60
- | YOLOv11-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 3.513 ms | 0 - 49 MB | NPU | -- |
61
- | YOLOv11-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 2.298 ms | 5 - 126 MB | NPU | -- |
62
- | YOLOv11-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.959 ms | 5 - 91 MB | NPU | -- |
63
- | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.703 ms | 5 - 5 MB | NPU | -- |
64
- | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.143 ms | 5 - 5 MB | NPU | -- |
65
- | YOLOv11-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 11.664 ms | 4 - 45 MB | NPU | -- |
66
- | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 8.15 ms | 3 - 91 MB | NPU | -- |
67
- | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 6.44 ms | 3 - 125 MB | NPU | -- |
68
- | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.328 ms | 2 - 2 MB | NPU | -- |
69
- | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.736 ms | 0 - 24 MB | NPU | -- |
70
- | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 3.67 ms | 1 - 11 MB | NPU | -- |
71
- | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.007 ms | 0 - 31 MB | NPU | -- |
72
- | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.142 ms | 1 - 38 MB | NPU | -- |
73
- | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.854 ms | 0 - 12 MB | NPU | -- |
74
- | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.852 ms | 1 - 3 MB | NPU | -- |
75
- | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.295 ms | 0 - 25 MB | NPU | -- |
76
- | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 2.296 ms | 1 - 14 MB | NPU | -- |
77
- | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.075 ms | 0 - 31 MB | NPU | -- |
78
- | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 5.937 ms | 1 - 13 MB | NPU | -- |
79
- | YOLOv11-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 64.13 ms | 1 - 12 MB | NPU | -- |
80
- | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.736 ms | 0 - 24 MB | NPU | -- |
81
- | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.67 ms | 1 - 11 MB | NPU | -- |
82
- | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.863 ms | 0 - 12 MB | NPU | -- |
83
- | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.85 ms | 1 - 3 MB | NPU | -- |
84
- | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.692 ms | 0 - 26 MB | NPU | -- |
85
- | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.617 ms | 1 - 19 MB | NPU | -- |
86
- | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.86 ms | 0 - 11 MB | NPU | -- |
87
- | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.849 ms | 1 - 4 MB | NPU | -- |
88
- | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.295 ms | 0 - 25 MB | NPU | -- |
89
- | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 2.296 ms | 1 - 14 MB | NPU | -- |
90
- | YOLOv11-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.846 ms | 0 - 12 MB | NPU | -- |
91
- | YOLOv11-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 1.864 ms | 1 - 12 MB | NPU | -- |
92
- | YOLOv11-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 6.87 ms | 2 - 35 MB | NPU | -- |
93
- | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.22 ms | 0 - 33 MB | NPU | -- |
94
- | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.223 ms | 1 - 38 MB | NPU | -- |
95
- | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.983 ms | 1 - 78 MB | NPU | -- |
96
- | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.938 ms | 0 - 27 MB | NPU | -- |
97
- | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.082 ms | 1 - 34 MB | NPU | -- |
98
- | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 4.255 ms | 0 - 98 MB | NPU | -- |
99
- | YOLOv11-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.114 ms | 1 - 1 MB | NPU | -- |
100
- | YOLOv11-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.238 ms | 0 - 0 MB | NPU | -- |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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34
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
35
  |---|---|---|---|---|---|---|---|---|
36
+ | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 15.988 ms | 0 - 39 MB | NPU | -- |
37
+ | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 12.716 ms | 1 - 96 MB | NPU | -- |
38
+ | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.933 ms | 0 - 39 MB | NPU | -- |
39
+ | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 8.664 ms | 5 - 43 MB | NPU | -- |
40
+ | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 5.837 ms | 0 - 18 MB | NPU | -- |
41
+ | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.985 ms | 0 - 67 MB | NPU | -- |
42
+ | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.255 ms | 0 - 40 MB | NPU | -- |
43
+ | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.374 ms | 2 - 104 MB | NPU | -- |
44
+ | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 15.988 ms | 0 - 39 MB | NPU | -- |
45
+ | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 12.716 ms | 1 - 96 MB | NPU | -- |
46
+ | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 5.885 ms | 0 - 20 MB | NPU | -- |
47
+ | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.005 ms | 0 - 67 MB | NPU | -- |
48
+ | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 10.26 ms | 0 - 26 MB | NPU | -- |
49
+ | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 8.166 ms | 4 - 39 MB | NPU | -- |
50
+ | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 5.848 ms | 0 - 19 MB | NPU | -- |
51
+ | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.011 ms | 0 - 70 MB | NPU | -- |
52
+ | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.255 ms | 0 - 40 MB | NPU | -- |
53
+ | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.374 ms | 2 - 104 MB | NPU | -- |
54
+ | YOLOv11-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 5.977 ms | 0 - 21 MB | NPU | -- |
55
+ | YOLOv11-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.002 ms | 0 - 63 MB | NPU | -- |
56
+ | YOLOv11-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.601 ms | 5 - 39 MB | NPU | -- |
57
+ | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.249 ms | 0 - 49 MB | NPU | -- |
58
+ | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.84 ms | 5 - 212 MB | NPU | -- |
59
+ | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.761 ms | 2 - 157 MB | NPU | -- |
60
+ | YOLOv11-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 3.509 ms | 0 - 48 MB | NPU | -- |
61
+ | YOLOv11-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.628 ms | 5 - 132 MB | NPU | -- |
62
+ | YOLOv11-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.526 ms | 5 - 91 MB | NPU | -- |
63
+ | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.599 ms | 5 - 5 MB | NPU | -- |
64
+ | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.155 ms | 5 - 5 MB | NPU | -- |
65
+ | YOLOv11-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.463 ms | 2 - 34 MB | NPU | -- |
66
+ | YOLOv11-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.666 ms | 2 - 44 MB | NPU | -- |
67
+ | YOLOv11-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.987 ms | 2 - 15 MB | NPU | -- |
68
+ | YOLOv11-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.633 ms | 2 - 36 MB | NPU | -- |
69
+ | YOLOv11-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 15.023 ms | 2 - 40 MB | NPU | -- |
70
+ | YOLOv11-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.463 ms | 2 - 34 MB | NPU | -- |
71
+ | YOLOv11-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.01 ms | 2 - 15 MB | NPU | -- |
72
+ | YOLOv11-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.267 ms | 2 - 37 MB | NPU | -- |
73
+ | YOLOv11-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.004 ms | 2 - 14 MB | NPU | -- |
74
+ | YOLOv11-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.633 ms | 2 - 36 MB | NPU | -- |
75
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.024 ms | 2 - 14 MB | NPU | -- |
76
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 11.786 ms | 0 - 37 MB | NPU | -- |
77
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.659 ms | 2 - 45 MB | NPU | -- |
78
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 8.47 ms | 3 - 86 MB | NPU | -- |
79
+ | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.322 ms | 2 - 41 MB | NPU | -- |
80
+ | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 6.441 ms | 3 - 126 MB | NPU | -- |
81
+ | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.637 ms | 0 - 0 MB | NPU | -- |
82
+ | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.422 ms | 2 - 2 MB | NPU | -- |
83
+ | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.769 ms | 0 - 24 MB | NPU | -- |
84
+ | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.697 ms | 1 - 28 MB | NPU | -- |
85
+ | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.032 ms | 0 - 35 MB | NPU | -- |
86
+ | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.13 ms | 1 - 41 MB | NPU | -- |
87
+ | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.846 ms | 0 - 7 MB | NPU | -- |
88
+ | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.813 ms | 1 - 11 MB | NPU | -- |
89
+ | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.313 ms | 0 - 25 MB | NPU | -- |
90
+ | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.267 ms | 0 - 28 MB | NPU | -- |
91
+ | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.033 ms | 0 - 30 MB | NPU | -- |
92
+ | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.575 ms | 1 - 32 MB | NPU | -- |
93
+ | YOLOv11-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 58.723 ms | 1 - 12 MB | NPU | -- |
94
+ | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.769 ms | 0 - 24 MB | NPU | -- |
95
+ | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.697 ms | 1 - 28 MB | NPU | -- |
96
+ | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.855 ms | 0 - 11 MB | NPU | -- |
97
+ | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.82 ms | 1 - 13 MB | NPU | -- |
98
+ | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.669 ms | 0 - 27 MB | NPU | -- |
99
+ | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.63 ms | 1 - 29 MB | NPU | -- |
100
+ | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.853 ms | 0 - 11 MB | NPU | -- |
101
+ | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.821 ms | 1 - 13 MB | NPU | -- |
102
+ | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.313 ms | 0 - 25 MB | NPU | -- |
103
+ | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.267 ms | 0 - 28 MB | NPU | -- |
104
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.858 ms | 0 - 12 MB | NPU | -- |
105
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.834 ms | 1 - 12 MB | NPU | -- |
106
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 6.671 ms | 0 - 31 MB | NPU | -- |
107
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.211 ms | 0 - 37 MB | NPU | -- |
108
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.235 ms | 1 - 38 MB | NPU | -- |
109
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.01 ms | 1 - 81 MB | NPU | -- |
110
+ | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.132 ms | 0 - 29 MB | NPU | -- |
111
+ | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.076 ms | 1 - 33 MB | NPU | -- |
112
+ | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.615 ms | 0 - 98 MB | NPU | -- |
113
+ | YOLOv11-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.131 ms | 7 - 7 MB | NPU | -- |
114
+ | YOLOv11-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.247 ms | 0 - 0 MB | NPU | -- |
115
 
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