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, 33 Seconds

Test Dependencies

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

Accolades

30k+ Downloads

Supported Platforms


Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsOpenCV Benchmark Popularity Statisticspts/opencv-bench2017.092017.102017.112017.122018.022018.032018.042018.052018.062018.072018.082018.092018.102018.112018.122019.012019.022019.032019.042019.052019.062019.072019.082019.092019.102019.112019.122020.012020.022020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032021.042021.055001000150020002500
* 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.
Data current as of Wed, 12 May 2021 03:51:06 GMT.

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 355 public results since 6 September 2017 with the latest data as of 2 May 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
# Matching Public Results
Seconds (Average)
87th
5
74 +/- 9
Mid-Tier
75th
> 84
Median
50th
97
41st
6
104 +/- 13
40th
3
105 +/- 1
36th
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 Results355 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: 0.53 / Max: 3

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 96 Benchmark Results

Intel Core i5-6600 - ASUS Z170-A - Intel Xeon E3-1200 v5

Ubuntu 20.04 - 5.4.0-70-generic - X Server 1.20.9

4 Systems - 23 Benchmark Results

2 x Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

Ubuntu 21.04 - 5.11.0-11-generic - GNOME Shell 3.38.3

1 System - 111 Benchmark Results

2 x Intel Xeon E5-2678 v3 - HUANANZHI X99-T8D - Intel Xeon E7 v3

Debian 10 - 4.19.0-13-amd64 - GCC 8.3.0

1 System - 84 Benchmark Results

2 x Intel Xeon E5-2667 v2 - Intel S2600CP - Intel Xeon E7 v2

Debian 10 - 4.19.0-14-amd64 - GCC 8.3.0

1 System - 1 Benchmark Result

Intel Xeon Platinum 8259CL - Amazon EC2 g4dn.2xlarge - Intel 440FX 82441FX PMC

Ubuntu 18.04 - 5.4.0-1037-aws - GCC 7.5.0

1 System - 1 Benchmark Result

ARMv8 Cortex-A77 - Qualcomm KONA qrb5165 IOT RB5 - 8GB

Ubuntu 18.04 - 4.19.125 - GCC 7.5.0 + LLVM 6.0.0

1 System - 1 Benchmark Result

2 x Intel Xeon E5-2680 v2 - Supermicro X9DRW v0123456789 - Intel Xeon E7 v2

Peppermint 10 - 5.0.0-37-generic - LXDE

1 System - 115 Benchmark Results

Intel Xeon W-2145 - GIGABYTE MW51-HP0-00 - Intel Sky Lake-E DMI3 Registers

Red Hat Enterprise Linux 7.8 - 3.10.0-1127.19.1.el7.x86_64 - X Server 1.20.4

12 Systems - 383 Benchmark Results

AMD Ryzen 9 5900X 12-Core - Gigabyte B550I AORUS PRO AX - AMD Starship

Ubuntu 20.04 - 5.4.0-53-generic - GNOME Shell 3.36.4

2 Systems - 154 Benchmark Results

AMD Ryzen 9 5900X 12-Core - Gigabyte B550I AORUS PRO AX - AMD Starship

Ubuntu 20.04 - 5.4.0-53-generic - GNOME Shell 3.36.4

1 System - 154 Benchmark Results

AMD Ryzen 9 5900X 12-Core - Gigabyte B550I AORUS PRO AX - AMD Starship

Ubuntu 20.04 - 5.4.0-53-generic - GNOME Shell 3.36.4

2 Systems - 107 Benchmark Results

AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4

Most Popular Test Results

OpenBenchmarking.org Results Compare

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

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 - 67 Benchmark Results

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

Ubuntu 18.04 - 4.15.0-1030-oem - GNOME Shell 3.28.3

3 Systems - 182 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

6 Systems - 34 Benchmark Results

AMD Ryzen Threadripper 2990WX 32-Core - Gigabyte X399 AORUS XTREME-CF - AMD Family 17h

Fedora 28 - 4.17.19-200.trlocal.fc28.x86_64 - GNOME Shell 3.28.3

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

5 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

2 Systems - 475 Benchmark Results

AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship

Ubuntu 19.10 - 5.3.0-40-generic - GNOME Shell 3.34.1

8 Systems - 79 Benchmark Results

Intel Core i7-8086K - ASUS PRIME Z370-A - Intel 8th Gen Core

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

4 Systems - 181 Benchmark Results

2 x Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

Ubuntu 19.04 - 5.2.0-050200rc7-generic - GNOME Shell 3.32.1

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