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CPU (ONNX Runtime)

Intel Xeon (8 cores)

Starting Price

$0.10/hr

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Highest Accuracy
Top 5 models by mAP@50-95
55.7%
54.8%
54.7%
54.3%
Fastest
Top 5 models by throughput
28 FPS
17 FPS
11 FPS
11 FPS
10 FPS
All Models
39 models benchmarked on CPU (ONNX Runtime)
#ModelmAPFPSLatencyParams
1
yolov9e
55.7%3.0331.9ms58.1M
2
yolov11x
54.8%3.0334.0ms56.9M
3
rtdetr-x
54.7%2.5394.2ms67.0M
4
yolov10x
54.3%4.1244.3ms29.5M
5
rtdetr-r101
54.3%2.6385.4ms76.0M
6
yolov8x
53.9%2.7369.6ms68.2M
7
yolov11l
53.5%4.6218.3ms25.3M
8
yolov10l
53.3%5.4184.9ms24.4M
9
rtdetr-r50
53.2%3.6277.2ms42.0M
10
rtdetr-l
53.1%4.2235.9ms32.0M
11
yolov8l
53.0%3.7272.0ms43.7M
12
yolov9c
53.0%4.3234.4ms25.5M
13
yolov7-x
53.0%2.9339.6ms71.3M
14
yolov10b
52.5%7.3136.2ms19.1M
15
yolo-nas-l
52.2%4.0252.9ms44.5M
16
yolov7
51.5%4.1243.0ms36.9M
17
yolov9m
51.4%5.4185.4ms20.1M
18
yolov11m
51.4%5.5180.3ms20.1M
19
yolo-nas-m
51.4%4.6216.6ms31.9M
20
yolox-x
51.2%2.2457.0ms99.1M
21
yolov10m
51.1%9.4106.1ms15.4M
22
yolov8m
50.2%5.3188.8ms25.9M
23
yolox-l
49.6%3.4298.1ms54.2M
24
rtdetr-r34
48.8%4.6216.0ms31.0M
25
yolo-nas-s
47.6%6.8147.0ms12.2M
26
yolov11s
47.1%8.3119.9ms9.4M
27
yolox-m
47.0%5.0200.1ms25.3M
28
yolov9s
46.7%7.6131.9ms7.2M
29
rtdetr-r18
46.5%5.3187.9ms20.0M
30
yolov10s
46.4%17.258.2ms7.2M
31
yolov8s
44.9%7.3137.5ms11.2M
32
yolox-s
40.6%8.2121.6ms9.0M
33
yolov11n
39.5%9.6104.0ms2.6M
34
yolov10n
38.5%28.135.6ms2.3M
35
yolov9t
38.3%10.793.5ms2.0M
36
yolov8n
37.4%10.496.6ms3.2M
37
yolov7-tiny
37.4%9.0111.7ms6.2M
38
yolox-tiny
32.7%10.198.6ms5.1M
39
yolox-nano
25.9%11.388.4ms0.9M