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YOLOv8-Detection

Object Detection
PyTorch
real_time
android
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v0.45.0

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See https://github.com/quic/ai-hub-models/releases/v0.45.0 for changelog.

Files changed (1) hide show
  1. README.md +15 -30
README.md CHANGED
@@ -49,12 +49,8 @@ More details on model performance across various devices, can be found
49
  | YOLOv8-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.95 ms | 1 - 214 MB | NPU | -- |
50
  | YOLOv8-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 13.032 ms | 0 - 227 MB | NPU | -- |
51
  | YOLOv8-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 13.001 ms | 3 - 233 MB | NPU | -- |
52
- | YOLOv8-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.358 ms | 0 - 3 MB | NPU | -- |
53
- | YOLOv8-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.311 ms | 1 - 3 MB | NPU | -- |
54
  | YOLOv8-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 7.09 ms | 0 - 151 MB | NPU | -- |
55
  | YOLOv8-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 7.139 ms | 0 - 147 MB | NPU | -- |
56
- | YOLOv8-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.35 ms | 0 - 3 MB | NPU | -- |
57
- | YOLOv8-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.314 ms | 3 - 5 MB | NPU | -- |
58
  | YOLOv8-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.02 ms | 0 - 200 MB | NPU | -- |
59
  | YOLOv8-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.95 ms | 1 - 214 MB | NPU | -- |
60
  | YOLOv8-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.435 ms | 0 - 392 MB | NPU | -- |
@@ -63,13 +59,13 @@ More details on model performance across various devices, can be found
63
  | YOLOv8-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.896 ms | 0 - 225 MB | NPU | -- |
64
  | YOLOv8-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.863 ms | 5 - 213 MB | NPU | -- |
65
  | YOLOv8-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.905 ms | 1 - 166 MB | NPU | -- |
66
- | YOLOv8-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.434 ms | 0 - 227 MB | NPU | -- |
67
- | YOLOv8-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.463 ms | 4 - 235 MB | NPU | -- |
68
- | YOLOv8-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.424 ms | 1 - 151 MB | NPU | -- |
69
  | YOLOv8-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.735 ms | 5 - 5 MB | NPU | -- |
70
  | YOLOv8-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.654 ms | 5 - 5 MB | NPU | -- |
71
- | YOLOv8-Detection | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 20.135 ms | 2 - 151 MB | NPU | -- |
72
- | YOLOv8-Detection | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 168.676 ms | 65 - 80 MB | CPU | -- |
73
  | YOLOv8-Detection | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 8.823 ms | 2 - 6 MB | NPU | -- |
74
  | YOLOv8-Detection | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 334.433 ms | 63 - 69 MB | CPU | -- |
75
  | YOLOv8-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.543 ms | 1 - 143 MB | NPU | -- |
@@ -77,11 +73,8 @@ More details on model performance across various devices, can be found
77
  | YOLOv8-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.269 ms | 2 - 5 MB | NPU | -- |
78
  | YOLOv8-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 4.848 ms | 2 - 6 MB | NPU | -- |
79
  | YOLOv8-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 16.107 ms | 0 - 143 MB | NPU | -- |
80
- | YOLOv8-Detection | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 167.306 ms | 59 - 64 MB | CPU | -- |
81
  | YOLOv8-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.543 ms | 1 - 143 MB | NPU | -- |
82
- | YOLOv8-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.257 ms | 2 - 4 MB | NPU | -- |
83
  | YOLOv8-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 4.501 ms | 0 - 149 MB | NPU | -- |
84
- | YOLOv8-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.255 ms | 2 - 4 MB | NPU | -- |
85
  | YOLOv8-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 16.107 ms | 0 - 143 MB | NPU | -- |
86
  | YOLOv8-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.198 ms | 0 - 170 MB | NPU | -- |
87
  | YOLOv8-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.889 ms | 0 - 158 MB | NPU | -- |
@@ -89,13 +82,13 @@ More details on model performance across various devices, can be found
89
  | YOLOv8-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.275 ms | 0 - 133 MB | NPU | -- |
90
  | YOLOv8-Detection | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 3.846 ms | 2 - 153 MB | NPU | -- |
91
  | YOLOv8-Detection | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 158.455 ms | 70 - 87 MB | CPU | -- |
92
- | YOLOv8-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.268 ms | 2 - 152 MB | NPU | -- |
93
- | YOLOv8-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.075 ms | 0 - 136 MB | NPU | -- |
94
  | YOLOv8-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.612 ms | 2 - 2 MB | NPU | -- |
95
  | YOLOv8-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.944 ms | 2 - 2 MB | NPU | -- |
96
- | YOLOv8-Detection | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | TFLITE | 8.619 ms | 0 - 137 MB | NPU | -- |
97
- | YOLOv8-Detection | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 8.474 ms | 1 - 136 MB | NPU | -- |
98
- | YOLOv8-Detection | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 42.014 ms | 21 - 37 MB | CPU | -- |
99
  | YOLOv8-Detection | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 3.621 ms | 0 - 7 MB | NPU | -- |
100
  | YOLOv8-Detection | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 3.575 ms | 0 - 3 MB | NPU | -- |
101
  | YOLOv8-Detection | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 58.059 ms | 21 - 31 MB | CPU | -- |
@@ -108,16 +101,10 @@ More details on model performance across various devices, can be found
108
  | YOLOv8-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.814 ms | 0 - 5 MB | NPU | -- |
109
  | YOLOv8-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.792 ms | 0 - 129 MB | NPU | -- |
110
  | YOLOv8-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.761 ms | 1 - 130 MB | NPU | -- |
111
- | YOLOv8-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 35.455 ms | 6 - 28 MB | GPU | -- |
112
- | YOLOv8-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 38.32 ms | 15 - 21 MB | CPU | -- |
113
  | YOLOv8-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.188 ms | 0 - 129 MB | NPU | -- |
114
  | YOLOv8-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.059 ms | 1 - 130 MB | NPU | -- |
115
- | YOLOv8-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.347 ms | 0 - 2 MB | NPU | -- |
116
- | YOLOv8-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.343 ms | 1 - 3 MB | NPU | -- |
117
  | YOLOv8-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.194 ms | 0 - 136 MB | NPU | -- |
118
  | YOLOv8-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.159 ms | 0 - 135 MB | NPU | -- |
119
- | YOLOv8-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.364 ms | 0 - 3 MB | NPU | -- |
120
- | YOLOv8-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.347 ms | 1 - 3 MB | NPU | -- |
121
  | YOLOv8-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.792 ms | 0 - 129 MB | NPU | -- |
122
  | YOLOv8-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.761 ms | 1 - 130 MB | NPU | -- |
123
  | YOLOv8-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.93 ms | 0 - 151 MB | NPU | -- |
@@ -129,23 +116,21 @@ More details on model performance across various devices, can be found
129
  | YOLOv8-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 1.526 ms | 0 - 131 MB | NPU | -- |
130
  | YOLOv8-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 1.482 ms | 1 - 136 MB | NPU | -- |
131
  | YOLOv8-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 39.254 ms | 21 - 40 MB | CPU | -- |
132
- | YOLOv8-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.626 ms | 0 - 136 MB | NPU | -- |
133
- | YOLOv8-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.606 ms | 1 - 136 MB | NPU | -- |
134
- | YOLOv8-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.846 ms | 0 - 134 MB | NPU | -- |
135
  | YOLOv8-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.558 ms | 1 - 1 MB | NPU | -- |
136
  | YOLOv8-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.77 ms | 2 - 2 MB | NPU | -- |
137
- | YOLOv8-Detection | w8a8_mixed_int16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 12.183 ms | 2 - 146 MB | NPU | -- |
138
  | YOLOv8-Detection | w8a8_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.392 ms | 1 - 135 MB | NPU | -- |
139
  | YOLOv8-Detection | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.126 ms | 2 - 4 MB | NPU | -- |
140
  | YOLOv8-Detection | w8a8_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.66 ms | 1 - 135 MB | NPU | -- |
141
  | YOLOv8-Detection | w8a8_mixed_int16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.392 ms | 1 - 135 MB | NPU | -- |
142
- | YOLOv8-Detection | w8a8_mixed_int16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.123 ms | 4 - 6 MB | NPU | -- |
143
- | YOLOv8-Detection | w8a8_mixed_int16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.131 ms | 2 - 4 MB | NPU | -- |
144
  | YOLOv8-Detection | w8a8_mixed_int16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.66 ms | 1 - 135 MB | NPU | -- |
145
  | YOLOv8-Detection | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.422 ms | 2 - 161 MB | NPU | -- |
146
  | YOLOv8-Detection | w8a8_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.019 ms | 2 - 139 MB | NPU | -- |
147
  | YOLOv8-Detection | w8a8_mixed_int16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 2.536 ms | 2 - 140 MB | NPU | -- |
148
- | YOLOv8-Detection | w8a8_mixed_int16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.852 ms | 2 - 141 MB | NPU | -- |
149
  | YOLOv8-Detection | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.424 ms | 2 - 2 MB | NPU | -- |
150
 
151
 
 
49
  | YOLOv8-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.95 ms | 1 - 214 MB | NPU | -- |
50
  | YOLOv8-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 13.032 ms | 0 - 227 MB | NPU | -- |
51
  | YOLOv8-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 13.001 ms | 3 - 233 MB | NPU | -- |
 
 
52
  | YOLOv8-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 7.09 ms | 0 - 151 MB | NPU | -- |
53
  | YOLOv8-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 7.139 ms | 0 - 147 MB | NPU | -- |
 
 
54
  | YOLOv8-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.02 ms | 0 - 200 MB | NPU | -- |
55
  | YOLOv8-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.95 ms | 1 - 214 MB | NPU | -- |
56
  | YOLOv8-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.435 ms | 0 - 392 MB | NPU | -- |
 
59
  | YOLOv8-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.896 ms | 0 - 225 MB | NPU | -- |
60
  | YOLOv8-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.863 ms | 5 - 213 MB | NPU | -- |
61
  | YOLOv8-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.905 ms | 1 - 166 MB | NPU | -- |
62
+ | YOLOv8-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | TFLITE | 1.434 ms | 0 - 227 MB | NPU | -- |
63
+ | YOLOv8-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | QNN_DLC | 1.463 ms | 4 - 235 MB | NPU | -- |
64
+ | YOLOv8-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | ONNX | 2.424 ms | 1 - 151 MB | NPU | -- |
65
  | YOLOv8-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.735 ms | 5 - 5 MB | NPU | -- |
66
  | YOLOv8-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.654 ms | 5 - 5 MB | NPU | -- |
67
+ | YOLOv8-Detection | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® QCM6690 | QNN_DLC | 20.135 ms | 2 - 151 MB | NPU | -- |
68
+ | YOLOv8-Detection | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® QCM6690 | ONNX | 168.676 ms | 65 - 80 MB | CPU | -- |
69
  | YOLOv8-Detection | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 8.823 ms | 2 - 6 MB | NPU | -- |
70
  | YOLOv8-Detection | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 334.433 ms | 63 - 69 MB | CPU | -- |
71
  | YOLOv8-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.543 ms | 1 - 143 MB | NPU | -- |
 
73
  | YOLOv8-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.269 ms | 2 - 5 MB | NPU | -- |
74
  | YOLOv8-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 4.848 ms | 2 - 6 MB | NPU | -- |
75
  | YOLOv8-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 16.107 ms | 0 - 143 MB | NPU | -- |
 
76
  | YOLOv8-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.543 ms | 1 - 143 MB | NPU | -- |
 
77
  | YOLOv8-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 4.501 ms | 0 - 149 MB | NPU | -- |
 
78
  | YOLOv8-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 16.107 ms | 0 - 143 MB | NPU | -- |
79
  | YOLOv8-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.198 ms | 0 - 170 MB | NPU | -- |
80
  | YOLOv8-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.889 ms | 0 - 158 MB | NPU | -- |
 
82
  | YOLOv8-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.275 ms | 0 - 133 MB | NPU | -- |
83
  | YOLOv8-Detection | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 3.846 ms | 2 - 153 MB | NPU | -- |
84
  | YOLOv8-Detection | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 158.455 ms | 70 - 87 MB | CPU | -- |
85
+ | YOLOv8-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | QNN_DLC | 1.268 ms | 2 - 152 MB | NPU | -- |
86
+ | YOLOv8-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | ONNX | 2.075 ms | 0 - 136 MB | NPU | -- |
87
  | YOLOv8-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.612 ms | 2 - 2 MB | NPU | -- |
88
  | YOLOv8-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.944 ms | 2 - 2 MB | NPU | -- |
89
+ | YOLOv8-Detection | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® QCM6690 | TFLITE | 8.619 ms | 0 - 137 MB | NPU | -- |
90
+ | YOLOv8-Detection | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® QCM6690 | QNN_DLC | 8.474 ms | 1 - 136 MB | NPU | -- |
91
+ | YOLOv8-Detection | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® QCM6690 | ONNX | 42.014 ms | 21 - 37 MB | CPU | -- |
92
  | YOLOv8-Detection | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 3.621 ms | 0 - 7 MB | NPU | -- |
93
  | YOLOv8-Detection | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 3.575 ms | 0 - 3 MB | NPU | -- |
94
  | YOLOv8-Detection | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 58.059 ms | 21 - 31 MB | CPU | -- |
 
101
  | YOLOv8-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.814 ms | 0 - 5 MB | NPU | -- |
102
  | YOLOv8-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.792 ms | 0 - 129 MB | NPU | -- |
103
  | YOLOv8-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.761 ms | 1 - 130 MB | NPU | -- |
 
 
104
  | YOLOv8-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.188 ms | 0 - 129 MB | NPU | -- |
105
  | YOLOv8-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.059 ms | 1 - 130 MB | NPU | -- |
 
 
106
  | YOLOv8-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.194 ms | 0 - 136 MB | NPU | -- |
107
  | YOLOv8-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.159 ms | 0 - 135 MB | NPU | -- |
 
 
108
  | YOLOv8-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.792 ms | 0 - 129 MB | NPU | -- |
109
  | YOLOv8-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.761 ms | 1 - 130 MB | NPU | -- |
110
  | YOLOv8-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.93 ms | 0 - 151 MB | NPU | -- |
 
116
  | YOLOv8-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 1.526 ms | 0 - 131 MB | NPU | -- |
117
  | YOLOv8-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 1.482 ms | 1 - 136 MB | NPU | -- |
118
  | YOLOv8-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 39.254 ms | 21 - 40 MB | CPU | -- |
119
+ | YOLOv8-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | TFLITE | 0.626 ms | 0 - 136 MB | NPU | -- |
120
+ | YOLOv8-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | QNN_DLC | 0.606 ms | 1 - 136 MB | NPU | -- |
121
+ | YOLOv8-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | ONNX | 0.846 ms | 0 - 134 MB | NPU | -- |
122
  | YOLOv8-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.558 ms | 1 - 1 MB | NPU | -- |
123
  | YOLOv8-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.77 ms | 2 - 2 MB | NPU | -- |
124
+ | YOLOv8-Detection | w8a8_mixed_int16 | Dragonwing Q-6690 MTP | Qualcomm® QCM6690 | QNN_DLC | 12.183 ms | 2 - 146 MB | NPU | -- |
125
  | YOLOv8-Detection | w8a8_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.392 ms | 1 - 135 MB | NPU | -- |
126
  | YOLOv8-Detection | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.126 ms | 2 - 4 MB | NPU | -- |
127
  | YOLOv8-Detection | w8a8_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.66 ms | 1 - 135 MB | NPU | -- |
128
  | YOLOv8-Detection | w8a8_mixed_int16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.392 ms | 1 - 135 MB | NPU | -- |
 
 
129
  | YOLOv8-Detection | w8a8_mixed_int16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.66 ms | 1 - 135 MB | NPU | -- |
130
  | YOLOv8-Detection | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.422 ms | 2 - 161 MB | NPU | -- |
131
  | YOLOv8-Detection | w8a8_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.019 ms | 2 - 139 MB | NPU | -- |
132
  | YOLOv8-Detection | w8a8_mixed_int16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 2.536 ms | 2 - 140 MB | NPU | -- |
133
+ | YOLOv8-Detection | w8a8_mixed_int16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | QNN_DLC | 0.852 ms | 2 - 141 MB | NPU | -- |
134
  | YOLOv8-Detection | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.424 ms | 2 - 2 MB | NPU | -- |
135
 
136