OpenCV Benchmark

Stress benchmark tests to measure time consumed by the OpenCV libraries installed

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

Test Created

6 September 2017

Test Maintainer

Victor Rodriguez 

Test Type

Processor

Average Install Time

6 Seconds

Average Run Time

4 Minutes, 32 Seconds

Test Dependencies

OpenCV + C/C++ Compiler Toolchain + CMake + Python

Accolades

30k+ Downloads

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsOpenCV Benchmark Popularity Statisticspts/opencv-bench2017.092017.112018.022018.042018.062018.082018.102018.122019.022019.042019.062019.082019.102019.122020.022020.042020.062020.082020.102020.122021.022021.042021.067001400210028003500
* 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 31 July 2021.

Revision History

pts/opencv-bench-1.0.0   [View Source]   Wed, 06 Sep 2017 16:43:09 GMT
Initial commit of opencv-bench

Suites Using This Test

Server CPU Tests

Single-Threaded


Performance Metrics

Analyze Test Configuration:

OpenCV Benchmark 3.3.0

OpenBenchmarking.org metrics for this test profile configuration based on 364 public results since 6 September 2017 with the latest data as of 15 July 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
Seconds (Average)
86th
5
74 +/- 9
Mid-Tier
75th
> 83
Median
50th
96
41st
6
104 +/- 13
39th
3
105 +/- 1
35th
3
109 +/- 15
34th
4
111 +/- 1
26th
3
118 +/- 1
Low-Tier
25th
> 119
21st
4
130 +/- 10
20th
5
138 +/- 2
19th
3
146 +/- 2
OpenBenchmarking.orgDistribution Of Public Results364 Results Range From 2 To 1205 Seconds2377210714217721224728231735238742245749252756259763266770273777280784287791294798210171052108711221157119212274080120160200

Based on OpenBenchmarking.org data, the selected test / test configuration (OpenCV Benchmark 3.3.0) has an average run-time of 9 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.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkRun-Time1122334455Min: 1 / Avg: 8.5 / Max: 53

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.5%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 0.52 / Max: 3

Recent Test Results

OpenBenchmarking.org Results Compare

3 Systems - 173 Benchmark Results

2 x Intel Xeon E5-2690 0 - HP ProLiant DL380p Gen8 - Intel Xeon E5

Ubuntu 18.04 - 5.4.0-65-generic - X Server 1.20.8

2 Systems - 173 Benchmark Results

2 x Intel Xeon E5-2690 0 - HP ProLiant DL380p Gen8 - Intel Xeon E5

Ubuntu 18.04 - 5.4.0-65-generic - X Server 1.20.8

1 System - 173 Benchmark Results

2 x Intel Xeon E5-2690 0 - HP ProLiant DL380p Gen8 - Intel Xeon E5

Ubuntu 18.04 - 5.4.0-65-generic - X Server 1.20.8

1 System - 87 Benchmark Results

2 x Intel Xeon E5-2690 0 - HP ProLiant DL380p Gen8 - Intel Xeon E5

Ubuntu 18.04 - 5.4.0-65-generic - X Server 1.20.8

1 System - 99 Benchmark Results

Intel Xeon E5-2697 v3 - ASUS SABERTOOTH X99 - Intel Xeon E7 v3

Slackware 14.2 x86_64 - 5.13.0 - KDE Plasma 5.22.2

1 System - 99 Benchmark Results

Intel Xeon E5-2697 v3 - ASUS SABERTOOTH X99 - Intel Xeon E7 v3

Slackware 14.2 x86_64 - 5.13.0 - KDE Plasma 5.22.2

1 System - 1 Benchmark Result

Intel Core i7-8700K - ASUS PRIME Z370-A - Intel 8th Gen Core

Debian 10 - 4.19.0-14-amd64 - GNOME Shell 3.30.2

1 System - 1 Benchmark Result

Intel Core i7-8700K - ASUS PRIME Z370-A - Intel 8th Gen Core

Debian 10 - 4.19.0-14-amd64 - GNOME Shell 3.30.2

1 System - 1 Benchmark Result

AMD Ryzen Threadripper PRO 3955WX 16-Cores - LENOVO 1046 - AMD Starship

Debian 10 - 4.19.0-16-amd64 - GNOME Shell 3.30.2

1 System - 1 Benchmark Result

AMD Ryzen Threadripper PRO 3955WX 16-Cores - LENOVO 1046 - AMD Starship

Debian 10 - 4.19.0-16-amd64 - GNOME Shell 3.30.2

1 System - 1 Benchmark Result

AMD Ryzen Threadripper PRO 3955WX 16-Cores - LENOVO 1046 - AMD Starship

Debian 10 - 4.19.0-16-amd64 - GNOME Shell 3.30.2

1 System - 121 Benchmark Results

Intel Xeon X3370 - Supermicro X7SB4/E - Intel 3200

Ubuntu 20.04 - 5.4.0-71-generic - GCC 9.3.0

Most Popular Test Results

OpenBenchmarking.org Results Compare

1 System - 1004 Benchmark Results

SiFive RISC-V - FriendlyElec NanoPC-T4 - Rockchip RK3399

Ubuntu 18.04 - 4.4.138 - LXDE 0.9.3

2 Systems - 178 Benchmark Results

AMD Ryzen Threadripper 1950X 16-Core - Gigabyte X399 AORUS Gaming 7 - AMD Family 17h

Ubuntu 18.04 - 4.15.2-041502-generic - GNOME Shell 3.26.2

3 Systems - 182 Benchmark Results

Intel Core i9-7980XE - ASUS PRIME X299-A - Intel Sky Lake-E DMI3 Registers

Ubuntu 18.04 - 4.15.2-041502-generic - GNOME Shell 3.26.2

1 System - 748 Benchmark Results

Intel Core i7-7700K - MSI Z270 GAMING M7 - Intel Intel Kaby Lake + Z270

Ubuntu 18.04 - 4.15.0-23-generic - GNOME Shell 3.28.1

2 Systems - 67 Benchmark Results

Intel Core i7-8565U - Dell 0KTW76 - Intel Device 9def

Ubuntu 18.10 - 4.18.0-13-generic - GNOME Shell 3.30.1

1 System - 173 Benchmark Results

Intel Core i9-7980XE - ASUS PRIME X299-A - Intel Sky Lake-E DMI3 Registers

Ubuntu 18.04 - 4.15.2-041502-generic - GNOME Shell 3.26.2

1 System - 211 Benchmark Results

AMD Ryzen Threadripper 1950X 16-Core - ASRock X399 Taichi - AMD Family 17h

Ubuntu 18.04 - 4.15.0-23-generic - GNOME Shell 3.28.1

8 Systems - 79 Benchmark Results

AMD Ryzen Threadripper 2990WX 32-Core - ASUS ROG ZENITH EXTREME - AMD Family 17h

Ubuntu 18.10 - 5.0.0-rc7-znver1 - GNOME Shell 3.30.1

1 System - 191 Benchmark Results

AMD Ryzen Threadripper 1950X 16-Core - ASRock X399 Taichi - AMD Family 17h

LinuxMint 19 - 4.15.0-20-generic - Cinnamon 3.8.6

1 System - 166 Benchmark Results

AMD Ryzen Threadripper 1950X 16-Core - ASRock X399 Taichi - AMD Family 17h

Ubuntu 18.04 - 4.15.0-23-generic - GNOME Shell 3.28.1

6 Systems - 34 Benchmark Results

AMD Ryzen Threadripper 2990WX 32-Core - ASUS ROG ZENITH EXTREME - AMD Family 17h

Ubuntu 18.04 - 4.19.0-041900-generic - GNOME Shell 3.28.3

Find More Test Results