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YOLOv10-Detection

Object Detection
PyTorch
real_time
android
Model card Files Community
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v0.37.0

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See https://github.com/quic/ai-hub-models/releases/v0.37.0 for changelog.

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  1. README.md +91 -65
README.md CHANGED
@@ -39,83 +39,109 @@ More details on model performance across various devices, can be found
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
41
  | YOLOv10-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 14.058 ms | 0 - 69 MB | NPU | -- |
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- | YOLOv10-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 12.801 ms | 0 - 92 MB | NPU | -- |
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  | YOLOv10-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 7.383 ms | 0 - 42 MB | NPU | -- |
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- | YOLOv10-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 7.633 ms | 5 - 41 MB | NPU | -- |
45
  | YOLOv10-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.519 ms | 0 - 18 MB | NPU | -- |
46
- | YOLOv10-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.808 ms | 0 - 68 MB | NPU | -- |
 
47
  | YOLOv10-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.844 ms | 0 - 69 MB | NPU | -- |
48
- | YOLOv10-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.301 ms | 1 - 111 MB | NPU | -- |
49
  | YOLOv10-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 14.058 ms | 0 - 69 MB | NPU | -- |
50
- | YOLOv10-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 12.801 ms | 0 - 92 MB | NPU | -- |
51
  | YOLOv10-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.52 ms | 0 - 24 MB | NPU | -- |
52
- | YOLOv10-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.801 ms | 0 - 76 MB | NPU | -- |
53
  | YOLOv10-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.66 ms | 0 - 34 MB | NPU | -- |
54
- | YOLOv10-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 8.164 ms | 4 - 39 MB | NPU | -- |
55
  | YOLOv10-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.526 ms | 0 - 20 MB | NPU | -- |
56
- | YOLOv10-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.789 ms | 0 - 83 MB | NPU | -- |
57
  | YOLOv10-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.844 ms | 0 - 69 MB | NPU | -- |
58
- | YOLOv10-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.301 ms | 1 - 111 MB | NPU | -- |
59
  | YOLOv10-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 4.509 ms | 0 - 26 MB | NPU | -- |
60
- | YOLOv10-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 3.816 ms | 0 - 71 MB | NPU | -- |
61
- | YOLOv10-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.865 ms | 0 - 34 MB | NPU | -- |
62
  | YOLOv10-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.326 ms | 0 - 83 MB | NPU | -- |
63
- | YOLOv10-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.71 ms | 5 - 222 MB | NPU | -- |
64
- | YOLOv10-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.058 ms | 3 - 175 MB | NPU | -- |
65
  | YOLOv10-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 3.12 ms | 0 - 75 MB | NPU | -- |
66
- | YOLOv10-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.541 ms | 5 - 99 MB | NPU | -- |
67
- | YOLOv10-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.06 ms | 5 - 103 MB | NPU | -- |
68
- | YOLOv10-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.233 ms | 122 - 122 MB | NPU | -- |
69
- | YOLOv10-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.989 ms | 5 - 5 MB | NPU | -- |
70
- | YOLOv10-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.188 ms | 2 - 31 MB | NPU | -- |
71
- | YOLOv10-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.545 ms | 2 - 42 MB | NPU | -- |
72
- | YOLOv10-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.826 ms | 2 - 13 MB | NPU | -- |
73
- | YOLOv10-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.39 ms | 0 - 32 MB | NPU | -- |
74
- | YOLOv10-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 12.319 ms | 0 - 36 MB | NPU | -- |
75
- | YOLOv10-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.188 ms | 2 - 31 MB | NPU | -- |
76
- | YOLOv10-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.826 ms | 2 - 12 MB | NPU | -- |
77
- | YOLOv10-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.083 ms | 2 - 40 MB | NPU | -- |
78
- | YOLOv10-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.824 ms | 2 - 13 MB | NPU | -- |
79
- | YOLOv10-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.39 ms | 0 - 32 MB | NPU | -- |
80
- | YOLOv10-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 3.821 ms | 2 - 12 MB | NPU | -- |
81
- | YOLOv10-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 71.55 ms | 0 - 195 MB | NPU | -- |
82
- | YOLOv10-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.569 ms | 2 - 41 MB | NPU | -- |
83
- | YOLOv10-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 54.399 ms | 13 - 1490 MB | NPU | -- |
84
- | YOLOv10-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.184 ms | 2 - 41 MB | NPU | -- |
85
- | YOLOv10-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 59.927 ms | 23 - 1244 MB | NPU | -- |
86
- | YOLOv10-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.22 ms | 5 - 5 MB | NPU | -- |
87
- | YOLOv10-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 79.978 ms | 30 - 30 MB | NPU | -- |
88
- | YOLOv10-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.695 ms | 0 - 26 MB | NPU | -- |
89
- | YOLOv10-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.598 ms | 1 - 27 MB | NPU | -- |
90
- | YOLOv10-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.995 ms | 0 - 35 MB | NPU | -- |
91
- | YOLOv10-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.033 ms | 1 - 39 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.848 ms | 0 - 13 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.74 ms | 1 - 15 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.281 ms | 0 - 26 MB | NPU | -- |
95
- | YOLOv10-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.171 ms | 1 - 27 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.441 ms | 0 - 34 MB | NPU | -- |
97
- | YOLOv10-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.318 ms | 1 - 35 MB | NPU | -- |
98
- | YOLOv10-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.695 ms | 0 - 26 MB | NPU | -- |
99
- | YOLOv10-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.598 ms | 1 - 27 MB | NPU | -- |
 
 
 
 
 
 
 
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  | YOLOv10-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.835 ms | 0 - 14 MB | NPU | -- |
101
- | YOLOv10-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.744 ms | 1 - 15 MB | NPU | -- |
102
- | YOLOv10-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.701 ms | 0 - 32 MB | NPU | -- |
103
- | YOLOv10-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.595 ms | 1 - 33 MB | NPU | -- |
104
- | YOLOv10-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.833 ms | 0 - 13 MB | NPU | -- |
105
- | YOLOv10-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.753 ms | 1 - 14 MB | NPU | -- |
106
- | YOLOv10-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.281 ms | 0 - 26 MB | NPU | -- |
107
- | YOLOv10-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.171 ms | 1 - 27 MB | NPU | -- |
108
- | YOLOv10-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.838 ms | 0 - 14 MB | NPU | -- |
109
- | YOLOv10-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.757 ms | 1 - 14 MB | NPU | -- |
110
- | YOLOv10-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 7.671 ms | 0 - 31 MB | NPU | -- |
111
- | YOLOv10-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.222 ms | 0 - 36 MB | NPU | -- |
112
- | YOLOv10-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.2 ms | 1 - 35 MB | NPU | -- |
113
- | YOLOv10-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.665 ms | 0 - 77 MB | NPU | -- |
114
- | YOLOv10-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.114 ms | 0 - 27 MB | NPU | -- |
115
- | YOLOv10-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.06 ms | 1 - 35 MB | NPU | -- |
116
- | YOLOv10-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 4.972 ms | 0 - 85 MB | NPU | -- |
117
- | YOLOv10-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.99 ms | 1 - 1 MB | NPU | -- |
118
- | YOLOv10-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.535 ms | 1 - 1 MB | NPU | -- |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
  | YOLOv10-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 14.058 ms | 0 - 69 MB | NPU | -- |
42
+ | YOLOv10-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 12.777 ms | 1 - 93 MB | NPU | -- |
43
  | YOLOv10-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 7.383 ms | 0 - 42 MB | NPU | -- |
44
+ | YOLOv10-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 7.646 ms | 5 - 42 MB | NPU | -- |
45
  | YOLOv10-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.519 ms | 0 - 18 MB | NPU | -- |
46
+ | YOLOv10-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.806 ms | 5 - 89 MB | NPU | -- |
47
+ | YOLOv10-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.66 ms | 0 - 95 MB | NPU | -- |
48
  | YOLOv10-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.844 ms | 0 - 69 MB | NPU | -- |
49
+ | YOLOv10-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.307 ms | 2 - 111 MB | NPU | -- |
50
  | YOLOv10-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 14.058 ms | 0 - 69 MB | NPU | -- |
51
+ | YOLOv10-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 12.777 ms | 1 - 93 MB | NPU | -- |
52
  | YOLOv10-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.52 ms | 0 - 24 MB | NPU | -- |
53
+ | YOLOv10-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.797 ms | 0 - 93 MB | NPU | -- |
54
  | YOLOv10-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.66 ms | 0 - 34 MB | NPU | -- |
55
+ | YOLOv10-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 8.15 ms | 4 - 39 MB | NPU | -- |
56
  | YOLOv10-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.526 ms | 0 - 20 MB | NPU | -- |
57
+ | YOLOv10-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.81 ms | 0 - 84 MB | NPU | -- |
58
  | YOLOv10-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.844 ms | 0 - 69 MB | NPU | -- |
59
+ | YOLOv10-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.307 ms | 2 - 111 MB | NPU | -- |
60
  | YOLOv10-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 4.509 ms | 0 - 26 MB | NPU | -- |
61
+ | YOLOv10-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 3.79 ms | 4 - 88 MB | NPU | -- |
62
+ | YOLOv10-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.519 ms | 0 - 36 MB | NPU | -- |
63
  | YOLOv10-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.326 ms | 0 - 83 MB | NPU | -- |
64
+ | YOLOv10-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.709 ms | 0 - 217 MB | NPU | -- |
65
+ | YOLOv10-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.833 ms | 0 - 143 MB | NPU | -- |
66
  | YOLOv10-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 3.12 ms | 0 - 75 MB | NPU | -- |
67
+ | YOLOv10-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.536 ms | 5 - 101 MB | NPU | -- |
68
+ | YOLOv10-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.735 ms | 5 - 107 MB | NPU | -- |
69
+ | YOLOv10-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.255 ms | 158 - 158 MB | NPU | -- |
70
+ | YOLOv10-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.716 ms | 5 - 5 MB | NPU | -- |
71
+ | YOLOv10-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.124 ms | 2 - 32 MB | NPU | -- |
72
+ | YOLOv10-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.537 ms | 2 - 42 MB | NPU | -- |
73
+ | YOLOv10-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.831 ms | 2 - 14 MB | NPU | -- |
74
+ | YOLOv10-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 56.531 ms | 9 - 200 MB | NPU | -- |
75
+ | YOLOv10-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.417 ms | 1 - 33 MB | NPU | -- |
76
+ | YOLOv10-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 12.305 ms | 2 - 38 MB | NPU | -- |
77
+ | YOLOv10-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 183.447 ms | 72 - 87 MB | CPU | -- |
78
+ | YOLOv10-Detection | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 139.604 ms | 69 - 75 MB | CPU | -- |
79
+ | YOLOv10-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.124 ms | 2 - 32 MB | NPU | -- |
80
+ | YOLOv10-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.824 ms | 2 - 13 MB | NPU | -- |
81
+ | YOLOv10-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.089 ms | 2 - 40 MB | NPU | -- |
82
+ | YOLOv10-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.827 ms | 2 - 13 MB | NPU | -- |
83
+ | YOLOv10-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.417 ms | 1 - 33 MB | NPU | -- |
84
+ | YOLOv10-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 3.826 ms | 2 - 13 MB | NPU | -- |
85
+ | YOLOv10-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 56.21 ms | 9 - 198 MB | NPU | -- |
86
+ | YOLOv10-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.567 ms | 2 - 43 MB | NPU | -- |
87
+ | YOLOv10-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 48.557 ms | 0 - 2121 MB | NPU | -- |
88
+ | YOLOv10-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.181 ms | 2 - 42 MB | NPU | -- |
89
+ | YOLOv10-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 46.501 ms | 7 - 660 MB | NPU | -- |
90
+ | YOLOv10-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.263 ms | 5 - 5 MB | NPU | -- |
91
+ | YOLOv10-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 58.515 ms | 31 - 31 MB | NPU | -- |
92
+ | YOLOv10-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.699 ms | 0 - 26 MB | NPU | -- |
93
+ | YOLOv10-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.595 ms | 1 - 27 MB | NPU | -- |
94
+ | YOLOv10-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.047 ms | 0 - 36 MB | NPU | -- |
95
+ | YOLOv10-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.992 ms | 1 - 37 MB | NPU | -- |
96
+ | YOLOv10-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.834 ms | 0 - 14 MB | NPU | -- |
97
+ | YOLOv10-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.744 ms | 1 - 10 MB | NPU | -- |
98
+ | YOLOv10-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 6.582 ms | 0 - 26 MB | NPU | -- |
99
+ | YOLOv10-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.283 ms | 0 - 26 MB | NPU | -- |
100
+ | YOLOv10-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.167 ms | 1 - 27 MB | NPU | -- |
101
+ | YOLOv10-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.119 ms | 0 - 33 MB | NPU | -- |
102
+ | YOLOv10-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.289 ms | 1 - 35 MB | NPU | -- |
103
+ | YOLOv10-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 45.893 ms | 22 - 40 MB | CPU | -- |
104
+ | YOLOv10-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 58.577 ms | 1 - 9 MB | NPU | -- |
105
+ | YOLOv10-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 40.034 ms | 21 - 26 MB | CPU | -- |
106
+ | YOLOv10-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.699 ms | 0 - 26 MB | NPU | -- |
107
+ | YOLOv10-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.595 ms | 1 - 27 MB | NPU | -- |
108
  | YOLOv10-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.835 ms | 0 - 14 MB | NPU | -- |
109
+ | YOLOv10-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.753 ms | 2 - 15 MB | NPU | -- |
110
+ | YOLOv10-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.671 ms | 0 - 34 MB | NPU | -- |
111
+ | YOLOv10-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.548 ms | 1 - 34 MB | NPU | -- |
112
+ | YOLOv10-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.84 ms | 0 - 9 MB | NPU | -- |
113
+ | YOLOv10-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.755 ms | 0 - 13 MB | NPU | -- |
114
+ | YOLOv10-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.283 ms | 0 - 26 MB | NPU | -- |
115
+ | YOLOv10-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.167 ms | 1 - 27 MB | NPU | -- |
116
+ | YOLOv10-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.83 ms | 0 - 13 MB | NPU | -- |
117
+ | YOLOv10-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.754 ms | 1 - 15 MB | NPU | -- |
118
+ | YOLOv10-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 6.526 ms | 0 - 25 MB | NPU | -- |
119
+ | YOLOv10-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.222 ms | 0 - 39 MB | NPU | -- |
120
+ | YOLOv10-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.202 ms | 1 - 38 MB | NPU | -- |
121
+ | YOLOv10-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.755 ms | 2 - 77 MB | NPU | -- |
122
+ | YOLOv10-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.928 ms | 0 - 29 MB | NPU | -- |
123
+ | YOLOv10-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.879 ms | 1 - 38 MB | NPU | -- |
124
+ | YOLOv10-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.19 ms | 1 - 60 MB | NPU | -- |
125
+ | YOLOv10-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.014 ms | 1 - 1 MB | NPU | -- |
126
+ | YOLOv10-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.838 ms | 1 - 1 MB | NPU | -- |
127
+ | YOLOv10-Detection | w8a8_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.989 ms | 2 - 30 MB | NPU | -- |
128
+ | YOLOv10-Detection | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.516 ms | 2 - 13 MB | NPU | -- |
129
+ | YOLOv10-Detection | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 61.405 ms | 9 - 193 MB | NPU | -- |
130
+ | YOLOv10-Detection | w8a8_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.066 ms | 0 - 27 MB | NPU | -- |
131
+ | YOLOv10-Detection | w8a8_mixed_int16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 132.301 ms | 52 - 73 MB | CPU | -- |
132
+ | YOLOv10-Detection | w8a8_mixed_int16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 113.305 ms | 56 - 63 MB | CPU | -- |
133
+ | YOLOv10-Detection | w8a8_mixed_int16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.989 ms | 2 - 30 MB | NPU | -- |
134
+ | YOLOv10-Detection | w8a8_mixed_int16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.534 ms | 2 - 12 MB | NPU | -- |
135
+ | YOLOv10-Detection | w8a8_mixed_int16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.518 ms | 2 - 13 MB | NPU | -- |
136
+ | YOLOv10-Detection | w8a8_mixed_int16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.066 ms | 0 - 27 MB | NPU | -- |
137
+ | YOLOv10-Detection | w8a8_mixed_int16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.542 ms | 2 - 12 MB | NPU | -- |
138
+ | YOLOv10-Detection | w8a8_mixed_int16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 59.144 ms | 19 - 178 MB | NPU | -- |
139
+ | YOLOv10-Detection | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.71 ms | 2 - 42 MB | NPU | -- |
140
+ | YOLOv10-Detection | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 47.7 ms | 3 - 692 MB | NPU | -- |
141
+ | YOLOv10-Detection | w8a8_mixed_int16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.514 ms | 2 - 37 MB | NPU | -- |
142
+ | YOLOv10-Detection | w8a8_mixed_int16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 47.407 ms | 7 - 660 MB | NPU | -- |
143
+ | YOLOv10-Detection | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.841 ms | 3 - 3 MB | NPU | -- |
144
+ | YOLOv10-Detection | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 60.643 ms | 29 - 29 MB | NPU | -- |
145
 
146
 
147