Hugging Face's logo

qualcomm
/
YOLOv11-Detection

Object Detection
PyTorch
real_time
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
a459927
·
verified ·
1 Parent(s): f43dadc

v0.40.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.40.0 for changelog.

Files changed (1) hide show
  1. README.md +84 -111
README.md CHANGED
@@ -38,117 +38,90 @@ More details on model performance across various devices, can be found
38
 
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
- | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 12.606 ms | 0 - 66 MB | NPU | -- |
42
- | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 12.309 ms | 2 - 100 MB | NPU | -- |
43
- | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 6.925 ms | 0 - 39 MB | NPU | -- |
44
- | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 11.585 ms | 5 - 42 MB | NPU | -- |
45
- | 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 | -- |
47
- | 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 | -- |
54
- | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.134 ms | 0 - 32 MB | NPU | -- |
55
- | 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
 
 
38
 
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 12.683 ms | 0 - 81 MB | NPU | -- |
42
+ | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 12.231 ms | 2 - 99 MB | NPU | -- |
43
+ | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 6.863 ms | 0 - 38 MB | NPU | -- |
44
+ | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 11.568 ms | 4 - 43 MB | NPU | -- |
45
+ | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.745 ms | 0 - 86 MB | NPU | -- |
46
+ | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.646 ms | 2 - 86 MB | NPU | -- |
47
+ | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.478 ms | 0 - 56 MB | NPU | -- |
48
+ | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.104 ms | 0 - 80 MB | NPU | -- |
49
+ | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.092 ms | 1 - 97 MB | NPU | -- |
50
+ | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 12.683 ms | 0 - 81 MB | NPU | -- |
51
+ | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 12.231 ms | 2 - 99 MB | NPU | -- |
52
+ | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.749 ms | 0 - 62 MB | NPU | -- |
53
+ | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.653 ms | 2 - 82 MB | NPU | -- |
54
+ | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.077 ms | 0 - 33 MB | NPU | -- |
55
+ | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 7.987 ms | 3 - 38 MB | NPU | -- |
56
+ | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.762 ms | 0 - 79 MB | NPU | -- |
57
+ | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.658 ms | 5 - 88 MB | NPU | -- |
58
+ | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.104 ms | 0 - 80 MB | NPU | -- |
59
+ | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.092 ms | 1 - 97 MB | NPU | -- |
60
+ | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.731 ms | 0 - 157 MB | NPU | -- |
61
+ | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.63 ms | 5 - 236 MB | NPU | -- |
62
+ | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.696 ms | 0 - 105 MB | NPU | -- |
63
+ | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.074 ms | 0 - 87 MB | NPU | -- |
64
+ | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.003 ms | 5 - 100 MB | NPU | -- |
65
+ | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.577 ms | 3 - 89 MB | NPU | -- |
66
+ | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.687 ms | 0 - 84 MB | NPU | -- |
67
+ | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.59 ms | 2 - 121 MB | NPU | -- |
68
+ | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.7 ms | 0 - 65 MB | NPU | -- |
69
+ | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.078 ms | 140 - 140 MB | NPU | -- |
70
+ | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.768 ms | 5 - 5 MB | NPU | -- |
71
+ | YOLOv11-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.676 ms | 2 - 36 MB | NPU | -- |
72
+ | YOLOv11-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.264 ms | 2 - 14 MB | NPU | -- |
73
+ | YOLOv11-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.865 ms | 1 - 35 MB | NPU | -- |
74
+ | YOLOv11-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.676 ms | 2 - 36 MB | NPU | -- |
75
+ | YOLOv11-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.265 ms | 2 - 14 MB | NPU | -- |
76
+ | YOLOv11-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.256 ms | 3 - 15 MB | NPU | -- |
77
+ | YOLOv11-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.865 ms | 1 - 35 MB | NPU | -- |
78
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.934 ms | 2 - 49 MB | NPU | -- |
79
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.107 ms | 2 - 45 MB | NPU | -- |
80
+ | YOLOv11-Detection | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 4.971 ms | 2 - 47 MB | NPU | -- |
81
+ | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.832 ms | 2 - 46 MB | NPU | -- |
82
+ | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.617 ms | 0 - 0 MB | NPU | -- |
83
+ | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.538 ms | 0 - 26 MB | NPU | -- |
84
+ | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.325 ms | 1 - 27 MB | NPU | -- |
85
+ | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.909 ms | 0 - 37 MB | NPU | -- |
86
+ | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.822 ms | 1 - 37 MB | NPU | -- |
87
+ | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.723 ms | 0 - 13 MB | NPU | -- |
88
+ | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.591 ms | 1 - 15 MB | NPU | -- |
89
+ | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.217 ms | 0 - 25 MB | NPU | -- |
90
+ | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.014 ms | 1 - 27 MB | NPU | -- |
91
+ | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.972 ms | 0 - 36 MB | NPU | -- |
92
+ | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 4.851 ms | 1 - 37 MB | NPU | -- |
93
+ | YOLOv11-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 62.309 ms | 0 - 11 MB | NPU | -- |
94
+ | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.538 ms | 0 - 26 MB | NPU | -- |
95
+ | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.325 ms | 1 - 27 MB | NPU | -- |
96
+ | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.725 ms | 0 - 13 MB | NPU | -- |
97
+ | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.59 ms | 1 - 15 MB | NPU | -- |
98
+ | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.603 ms | 0 - 32 MB | NPU | -- |
99
+ | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.393 ms | 1 - 34 MB | NPU | -- |
100
+ | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.723 ms | 0 - 13 MB | NPU | -- |
101
+ | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.589 ms | 1 - 15 MB | NPU | -- |
102
+ | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.217 ms | 0 - 25 MB | NPU | -- |
103
+ | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.014 ms | 1 - 27 MB | NPU | -- |
104
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.146 ms | 0 - 32 MB | NPU | -- |
105
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.072 ms | 1 - 34 MB | NPU | -- |
106
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.874 ms | 0 - 28 MB | NPU | -- |
107
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.792 ms | 1 - 35 MB | NPU | -- |
108
+ | YOLOv11-Detection | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | TFLITE | 1.823 ms | 0 - 32 MB | NPU | -- |
109
+ | YOLOv11-Detection | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 1.692 ms | 1 - 36 MB | NPU | -- |
110
+ | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.832 ms | 0 - 30 MB | NPU | -- |
111
+ | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.733 ms | 1 - 32 MB | NPU | -- |
112
+ | YOLOv11-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.828 ms | 4 - 4 MB | NPU | -- |
113
+ | YOLOv11-Detection | w8a8_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.107 ms | 2 - 33 MB | NPU | -- |
114
+ | YOLOv11-Detection | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.204 ms | 2 - 11 MB | NPU | -- |
115
+ | YOLOv11-Detection | w8a8_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.795 ms | 2 - 31 MB | NPU | -- |
116
+ | YOLOv11-Detection | w8a8_mixed_int16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.107 ms | 2 - 33 MB | NPU | -- |
117
+ | YOLOv11-Detection | w8a8_mixed_int16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.189 ms | 2 - 13 MB | NPU | -- |
118
+ | YOLOv11-Detection | w8a8_mixed_int16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.203 ms | 2 - 12 MB | NPU | -- |
119
+ | YOLOv11-Detection | w8a8_mixed_int16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.795 ms | 2 - 31 MB | NPU | -- |
120
+ | YOLOv11-Detection | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.279 ms | 2 - 41 MB | NPU | -- |
121
+ | YOLOv11-Detection | w8a8_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.702 ms | 2 - 40 MB | NPU | -- |
122
+ | YOLOv11-Detection | w8a8_mixed_int16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 3.174 ms | 2 - 36 MB | NPU | -- |
123
+ | YOLOv11-Detection | w8a8_mixed_int16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.507 ms | 2 - 44 MB | NPU | -- |
124
+ | YOLOv11-Detection | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.516 ms | 0 - 0 MB | NPU | -- |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
125
 
126
 
127