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.
OpenBenchmarking.org metrics for this test profile configuration based on 253 public results since 18 March 2023 with the latest data as of 13 March 2024.
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.
Based on OpenBenchmarking.org data, the selected test / test configuration (OpenCV 4.7 - Test: DNN - Deep Neural Network) has an average run-time of 8 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 2%.
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.
1 System - 52 Benchmark Results |
ARMv7 rev 3 - BCM2711 - Broadcom and subsidiaries BCM2711 Raspbian 11 - 5.15.84-v7l+ - ext4 |
1 System - 341 Benchmark Results |
AMD Ryzen 9 7950X 16-Core - ASUS ProArt X670E-CREATOR WIFI - AMD Device 14d8 Pop 22.04 - 6.6.10-76060610-generic - GNOME Shell 42.5 |
1 System - 8 Benchmark Results |
ARMv8 Cortex-A72 - Raspberry Pi 4 Model B Rev 1.4 - Broadcom BCM2711 Debian 12 - 6.1.0-rpi7-rpi-v8 - X Server |
1 System - 8 Benchmark Results |
Intel Core i5-7400 - Dell Vostro 3268 0Y2YM6 - Intel Xeon E3-1200 v6 Debian 11 - 5.10.0-23-amd64 - GNOME Shell 3.38.6 |
1 System - 8 Benchmark Results |
Phytium D2000/8 E8C - GreatWall GW-001M1A-FTF v1.0 - 16GB Uos 20 - 4.19.0-arm64-desktop - Deepin Desktop Environment |
1 System - 8 Benchmark Results |
Intel Core i7-14700K - ASUS ROG STRIX Z790-H GAMING WIFI - Intel Raptor Lake-S PCH ManjaroLinux 23.1.3 - 6.6.16-2-MANJARO - Xfce 4.18 |
1 System - 304 Benchmark Results |
AMD A4-5300 APU - ASRock FM2A88M-HD+ R3.0 - AMD 15h Ubuntu 20.04 - 5.15.0-89-generic - GNOME Shell 3.36.9 |
1 System - 295 Benchmark Results |
AMD Ryzen 9 7950X3D 16-Core - ASUS PRIME X670E-PRO WIFI - AMD Device 14d8 Ubuntu 22.04 - 6.2.0-39-generic - GNOME Shell 42.9 |
1 System - 301 Benchmark Results |
AMD A8-9600 RADEON R7 10 COMPUTE CORES 4C+6G - ASRock A320M-HDV R4.0 - AMD 15h Ubuntu 20.04 - 5.15.0-89-generic - GNOME Shell 3.36.9 |
1 System - 82 Benchmark Results |
AMD Ryzen 7 7840U - Framework FRANMDCP07 - AMD Device 14e8 Ubuntu 23.10 - 6.7.0-060700rc5-generic - GNOME Shell 45.1 |
1 System - 307 Benchmark Results |
Intel Core i3-10100 - ASRock H510M-HVS - Intel Device 43ef Ubuntu 20.04 - 5.15.0-88-generic - GNOME Shell 3.36.9 |
1 System - 264 Benchmark Results |
Intel Pentium Gold G6405 - ASRock H510M-HDV/M.2 SE - Intel Comet Lake PCH Ubuntu 20.04 - 5.15.0-88-generic - GNOME Shell 3.36.9 |
1 System - 264 Benchmark Results |
Intel Pentium Gold G6400 - ASRock H510M-HDV/M.2 SE - Intel Comet Lake PCH Ubuntu 20.04 - 5.15.0-86-generic - GNOME Shell 3.36.9 |