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

10 Seconds

Average Run Time

10 Minutes, 51 Seconds

Test Dependencies

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

Accolades

40k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsOpenCV Benchmark Popularity Statisticspts/opencv-bench2017.092017.122018.042018.072018.102019.012019.042019.072019.102020.012020.042020.072020.102021.012021.042021.072021.102022.012022.042022.072022.102023.012023.042023.072023.102024.012024.042024.072024.102K4K6K8K10K
* 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 updated weekly as of 20 November 2024.

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 296 public results since 6 September 2017 with the latest data as of 26 November 2023.

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)
AMD Ryzen 9 3900X 12-Core
97th
5
60 +/- 7
Intel Core i7-7700K
93rd
3
65 +/- 6
AMD Ryzen Threadripper PRO 3955WX 16-Cores
91st
4
66 +/- 2
Intel Core i7-8086K
89th
3
68
AMD Ryzen 7 2700X Eight-Core
84th
3
73 +/- 2
AMD Ryzen Threadripper 1950X 16-Core
84th
5
73 +/- 8
Intel Core i7-8565U
83rd
5
74 +/- 9
AMD Ryzen Threadripper 2950X 16-Core
80th
7
76 +/- 4
Mid-Tier
75th
> 79
Intel Core i9-7980XE
73rd
5
81 +/- 1
2 x Intel Xeon Gold 6254
70th
3
83 +/- 1
AMD Ryzen Threadripper 2990WX 32-Core
69th
9
85 +/- 9
2 x Intel Xeon E5-2680 v2
58th
4
94
2 x AMD EPYC 7742 64-Core
53rd
6
100 +/- 1
2 x Intel Xeon Platinum 8280
53rd
12
102 +/- 13
Median
50th
104
Intel Core i7-5600U
49th
3
105 +/- 1
Intel Core i7-7500U
46th
3
109 +/- 15
AMD EPYC 7601 32-Core
45th
4
111 +/- 1
AMD EPYC 7551 32-Core
36th
3
118 +/- 1
2 x AMD EPYC 7601 32-Core
36th
11
119 +/- 2
ARMv8 rev 0 8-Core
31st
4
130 +/- 10
Intel Core m3-7Y30
29th
5
138 +/- 2
POWER9 44-Core
28th
3
146 +/- 2
Ampere eMAG ARMv8 32-Core
26th
4
196
Low-Tier
25th
> 197
ARMv8 Cortex-A73 8-Core
22nd
4
246 +/- 3
ARMv8 Cortex-A72 4-Core
18th
4
335 +/- 31
Rockchip ARMv8 Cortex-A72 6-Core
16th
6
378 +/- 20
ARMv7 Cortex-A72 4-Core
12th
5
491 +/- 52
ARMv8 Cortex-A53 4-Core
11th
3
520 +/- 63
Rockchip ARMv8 Cortex-A53 4-Core
10th
3
522 +/- 1
ARMv7 Cortex-A53 4-Core
5th
7
877 +/- 92
OpenBenchmarking.orgDistribution Of Public Results296 Results Range From 2 To 3519 Seconds2731442152863574284995706417127838549259961067113812091280135114221493156416351706177718481919199020612132220322742345241624872558262927002771284229132984305531263197326833393410348135524080120160200

Based on OpenBenchmarking.org data, the selected test / test configuration (OpenCV Benchmark 3.3.0) has an average run-time of 12 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-Time1428425670Min: 1 / Avg: 11.4 / Max: 70

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.6%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 0.59 / Max: 4

Tested CPU Architectures

This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.

CPU Architecture
Kernel Identifier
Verified On
Intel / AMD x86 64-bit
x86_64
(Many Processors)
IBM POWER (PowerPC) 64-bit
ppc64le
POWER9 44-Core
Loongson LoongArch 64-bit
loongarch64
Loongson-3A6000
ARMv7 32-bit
armv7l
ARMv7 Cortex-A53 4-Core, ARMv7 Cortex-A72 4-Core, ARMv7 rev 1 4-Core, ARMv7 rev 3 8-Core, ARMv7 rev 4 4-Core, ARMv7 rev 5 4-Core
ARMv6 32-bit
armv6l
ARMv7
ARMv8 64-bit
aarch64
AArch64 rev 4, ARMv8 Cortex-A53 4-Core, ARMv8 Cortex-A72 4-Core, ARMv8 Cortex-A73 6-Core, ARMv8 Cortex-A73 8-Core, ARMv8 Cortex-A77 6-Core, ARMv8 rev 0 8-Core, ARMv8 rev 1 4-Core, ARMv8 rev 3 4-Core, Amlogic ARMv8 Cortex-A53 4-Core, Ampere eMAG ARMv8 32-Core, Cavium ThunderX, Rockchip ARMVv8 Cortex-A72 6-Core, Rockchip ARMv8 Cortex-A53 4-Core, Rockchip ARMv8 Cortex-A72 6-Core, SiFive RISC-V

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 150 Benchmark Results

2 x Montage Jintide C6230R - H3C UniServer R4700 G3 RS33M2C3S - 384GB

Ubuntu 20.04.6 LTS - 6.8.0-47-generic - GCC 9.4.0

3 Systems - 141 Benchmark Results

Intel Xeon Gold 6148 - Supermicro X11SPW-TF v1.03 - Intel Sky Lake-E DMI3 Registers

Ubuntu 22.04 - 5.15.0-112-generic - X Server
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