OpenCV Benchmark - OpenBenchmarking.org

This is a benchmark of the OpenCV (Computer Vision) library's built-in performance tests.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark opencv.

* Uploading of benchmark result data to OpenBenchmarking.org is always optional (opt-in) via the Phoronix Test Suite for users wishing to share their results publicly.
** Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
*** Test profile page view reporting began March 2021.
Data current as of 18 October 2021.

Revision History

pts/opencv-1.1.0 [View Source] Thu, 14 Oct 2021 14:53:16 GMT
Update against OpenCV 4.5.4 upstream. Fixes: https://github.com/phoronix-test-suite/openbenchmarking/issues/18

pts/opencv-1.0.0 [View Source] Tue, 22 Sep 2020 16:31:30 GMT
Initial commit for OpenCV 4.4.

Performance Metrics

OpenCV 4.5.4

Test: Object Detection

OpenBenchmarking.org metrics for this test profile configuration based on 69 public results since 14 October 2021 with the latest data as of 19 October 2021.

Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.

Component

Percentile Rank

# Compatible Public Results

ms (Average)

Intel Core i9-11900K

98th

40571 ^{+/- 452}

AMD Ryzen 9 5950X 16-Core

90th

43497 ^{+/- 3190}

AMD Ryzen 9 5900X 12-Core

90th

44157 ^{+/- 1058}

AMD Ryzen 7 5800X 8-Core

83rd

51767 ^{+/- 2405}

Mid-Tier

75th

> 58500

AMD Ryzen Threadripper 3970X 32-Core

72nd

61121 ^{+/- 3673}

AMD EPYC 75F3 32-Core

72nd

61452 ^{+/- 5815}

Intel Core i7-1165G7

64th

69860 ^{+/- 2225}

Intel Core i7-10700T

54th

89765 ^{+/- 5000}

AMD Ryzen Threadripper 3990X 64-Core

54th

90024 ^{+/- 4315}

Median

50th

93094

Intel Core i7-1065G7

43rd

102299 ^{+/- 11886}

2 x AMD EPYC 75F3 32-Core

43rd

103249 ^{+/- 3361}

AMD Ryzen 7 4700U

31st

124774 ^{+/- 2134}

AMD Ryzen 3 3200U

31st

125494 ^{+/- 5327}

Low-Tier

25th

> 125739

2 x AMD EPYC 7742 64-Core

16th

131634 ^{+/- 6753}

AMD EPYC 7742 64-Core

8th

144718 ^{+/- 7753}

Intel Core i9-10980XE

6th

152318 ^{+/- 3447}

Based on OpenBenchmarking.org data, the selected test / test configuration (OpenCV 4.5.4 - Test: Object Detection) has an average run-time of 4 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.7%.

asus-g14-ga401ihga401ih-single-threaded 1 System - 160 Benchmark Results	AMD Ryzen 5 4600HS - ASUS GA401IH v1.0 - AMD Renoir Root Complex ManjaroLinux 21.1.6 - 5.14.12-zen1-1-zen-g14 - KDE Plasma 5.22.5
3970X sun 3 Systems - 51 Benchmark Results	AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 20.10 - 5.11.0-rc6-phx - GNOME Shell 3.38.1
10700T ss 4 Systems - 52 Benchmark Results	Intel Core i7-10700T - Logic Supply RXM-181 - Intel Comet Lake PCH Ubuntu 21.04 - 5.11.0-37-generic - GNOME Shell 3.38.4
11900k sat 4 Systems - 52 Benchmark Results	Intel Core i9-11900K - ASUS ROG MAXIMUS XIII HERO - Intel Tiger Lake-H Ubuntu 21.10 - 5.13.0-19-generic - GNOME Shell 40.5
amd-epyc-rome 8 Systems - 364 Benchmark Results	2 x AMD EPYC 7742 64-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 21.10 - 5.13.0-19-generic - GNOME Shell 40.5
sat 3 Systems - 60 Benchmark Results	Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 21.04 - 5.11.0-31-generic - GNOME Shell 3.38.4
hh 4 Systems - 39 Benchmark Results	AMD Ryzen 7 4700U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 21.04 - 5.13.0-051300-generic - GNOME Shell 3.38.4
fri 4500u 3 Systems - 29 Benchmark Results	AMD Ryzen 5 4500U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 21.04 - 5.13.0-051300-generic - GNOME Shell 3.38.4
xeon fri 3 Systems - 39 Benchmark Results	Intel Xeon E-2288G - Compulab SBC-ATCFL v1.2 - Intel Cannon Lake PCH Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.2
tgl-clear-thurs 5 Systems - 29 Benchmark Results	Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP Clear Linux OS 35110 - 5.14.9-1079.native - GNOME Shell 41.0
5800x Fri 4 Systems - 50 Benchmark Results	AMD Ryzen 7 5800X 8-Core - ASRock X570 Pro4 - AMD Starship Ubuntu 20.10 - 5.12.0-rc5-nopsf - GNOME Shell 3.38.1
ext 3 Systems - 39 Benchmark Results	AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.15.0-051500rc5daily20211014-generic - GNOME Shell 3.36.9
thurs 3 Systems - 29 Benchmark Results	AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.10 - 5.15.0-rc2-3reverts - GNOME Shell 40.2
thurs 3200u 3 Systems - 15 Benchmark Results	AMD Ryzen 3 3200U - MOTILE PF4PU1F - AMD Raven Ubuntu 20.04 - 5.11.0-37-generic - GNOME Shell 3.36.4
7742 thurs 3 Systems - 14 Benchmark Results	AMD EPYC 7742 64-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 21.10 - 5.13.0-19-generic - GNOME Shell 40.5

OpenCV

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HPC - High Performance Computing

Performance Metrics

OpenCV 4.5.4

Test: Object Detection

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asus-g14-ga401ihga401ih-single-threaded

3970X sun

10700T ss

11900k sat

amd-epyc-rome

sat

hh

fri 4500u

xeon fri

tgl-clear-thurs

5800x Fri

ext

thurs

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7742 thurs

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