Tesseract OCR Benchmark - OpenBenchmarking.org

Tesseract-OCR is the open-source optical character recognition (OCR) engine for the conversion of text within images to raw text output. This test profile relies upon a system-supplied Tesseract installation.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark system/tesseract-ocr.

* 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 15 June 2021.

Revision History

system/tesseract-ocr-1.0.1 [View Source] Tue, 02 Oct 2018 11:23:41 GMT
Add Windows support.

system/tesseract-ocr-1.0.0 [View Source] Tue, 02 Oct 2018 08:04:56 GMT
Initial commit of Tesseract OCR (optical character recognition) benchmark.

Performance Metrics

Tesseract OCR v4.0.0.20181030

Time To OCR 7 Images

OpenBenchmarking.org metrics for this test profile configuration based on 297 public results since 19 December 2018 with the latest data as of 22 March 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)

Intel Core i5-7600K

96th

53 ^{+/- 6}

AMD Ryzen Threadripper 3960X 24-Core

95th

53 ^{+/- 1}

2 x Intel Xeon Platinum 8252C

91st

55 ^{+/- 1}

AMD Ryzen Threadripper 3970X 32-Core

86th

Intel Core i5-8400

85th

58 ^{+/- 7}

Intel Core i7-4770K

78th

61 ^{+/- 6}

2 x Intel Xeon Platinum 8280

78th

61 ^{+/- 1}

Mid-Tier

75th

> 62

Intel Core i5-4670

74th

62 ^{+/- 2}

Intel Core i3-8100

74th

62 ^{+/- 7}

Intel Core i7-7900X

70th

64 ^{+/- 8}

Intel Core i7-3770K

68th

65 ^{+/- 10}

AMD Ryzen Threadripper 2990WX 32-Core

65th

66 ^{+/- 4}

Intel Core i7-4960X

65th

66 ^{+/- 9}

Intel Core i5-6500

64th

67 ^{+/- 8}

Intel Xeon E5-1680 v3

61st

68 ^{+/- 8}

2 x Intel Xeon Gold 6138

61st

68 ^{+/- 2}

Intel Core i7-2700K

60th

69 ^{+/- 8}

Intel Core i9-7980XE

56th

70 ^{+/- 9}

Intel Core i7-3960X

55th

71 ^{+/- 9}

Median

50th

Intel Xeon E5-2687W v3

46th

76 ^{+/- 10}

Intel Core i7 990X

46th

76 ^{+/- 7}

Intel Core i3-2120

29th

89 ^{+/- 11}

Low-Tier

25th

> 92

Intel Core i5-5300U

21st

100 ^{+/- 13}

Intel Celeron N3050

4th

286 ^{+/- 19}

Based on OpenBenchmarking.org data, the selected test / test configuration (Tesseract OCR v4.0.0.20181030 - Time To OCR 7 Images) has an average run-time of 11 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 0.2%.

stock-debian-kernel 8 Systems - 195 Benchmark Results	AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU Debian 11 - 5.12.8-xanmod1 - GCC 10.2.1 20210110
stock-debian-kernel 7 Systems - 195 Benchmark Results	AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU Debian 11 - 5.12.8-051208-generic - GCC 10.2.1 20210110
odroid-hc4 1 System - 78 Benchmark Results	ARMv8 Cortex-A55 - Hardkernel ODROID-HC4 - Synopsys DWC_usb3 Ubuntu 20.04 - 5.11.0-odroid-arm64 - GCC 9.3.0
stock-debian-kernel 6 Systems - 195 Benchmark Results	AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU Debian 11 - 5.12.8-051208-lowlatency - GCC 10.2.1 20210110
Raspberry Pi 4 vs. Intel Comet Lake 5 Systems - 67 Benchmark Results	Intel Core i7-6700HQ - ASUS GL502VS v1.0 - Intel Xeon E3-1200 v5 Fedora 34 - 5.12.7-300.fc34.x86_64 - KDE Plasma 5.21.5
stock-debian-kernel 5 Systems - 195 Benchmark Results	AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU Debian 10 - 4.19.0-16-amd64 - GCC 8.3.0
Raspberry Pi 400 5 Systems - 148 Benchmark Results	SiFive RISC-V - BeagleV Starlight Beta - 8GB Fedora 33 - 5.13.0-rc3-starlight-307480-g8c24396a867e - Xfce 4.14
stock-debian-kernel 4 Systems - 195 Benchmark Results	AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU Debian 11 - 5.12.8-051208-generic - GCC 10.2.1 20210110
stock-debian-kernel 3 Systems - 195 Benchmark Results	AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU Debian 11 - 5.12.8-051208-generic - GCC 10.2.1 20210110
stock-debian-kernel 2 Systems - 195 Benchmark Results	AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU Debian 10 - 4.19.0-16-amd64 - GCC 8.3.0
Intel Core i5 11600K + Core i9 11900K Linux Performance 11 Systems - 454 Benchmark Results	AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3
stock-debian-kernel 1 System - 190 Benchmark Results	AMD EPYC - Hetzner vServer v20171111 - 1 x 8000 MB RAM QEMU Debian 10 - 4.19.0-16-amd64 - GCC 8.3.0

ThreadR1-ocr.audo.video.encode-01sep2020 Featured Disk Comparison
Windows May 2019 Threadripper 2 Systems - 56 Benchmark Results	AMD Ryzen Threadripper 2990WX 32-Core - ASUS ROG ZENITH EXTREME - 4 x 8192 MB 1600MHz F4-3200C14-8GFX Microsoft Windows 10 Pro Build 18362 - 10.0 - 10.0.18362.1
Windows 10 Ryzen 9 3900X 2 Systems - 142 Benchmark Results	AMD Ryzen 9 3900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - 2 x 8192 MB 3600MHz F4-3600C16-8GTRG Microsoft Windows 10 Pro Build 18362 - 10.0 - 22.19.162.4
Raspberry Pi 4 vs. Intel Comet Lake 6 Systems - 75 Benchmark Results	AMD Athlon Silver 3050e - LENOVO 3181 - 1 x 4096 MB 2400MHz 4ATF51264HZ-2G6E1 Microsoft Windows 10 Pro Build 19042 - 10.0 - 27.20.11012.8005
ThreadR1-ocr.audo.video.encode-01sep2020 3 Systems - 24 Benchmark Results	AMD Ryzen Threadripper 3960X 24-Core - Intel 440BX - 1 x 16384 MB 0MHz VMW-16384MB Microsoft Windows 10 Pro Build 18362 - 10.0 - 2.0.105.0
Windows 8 + Core i9 7960X 2 Systems - 115 Benchmark Results	Intel Core i9-7960X - MSI X299 SLI PLUS - 4 x 4096 MB Microsoft Windows 8.1 Pro Build 9600 - 6.3 - 6.3.9600.16384
ThreadR1-win10-ent-CCTA-CPU-Massive-21sep2020 2 Systems - 135 Benchmark Results	AMD Ryzen Threadripper 3960X 24-Core - Intel 440BX - 1 x 16384 MB 0MHz VMW-16384MB Microsoft Windows 10 Pro Build 18362 - 10.0 - 8.16.7.5
Windows Server 2019 vs. Linux vs. FreeBSD Performance Benchmarks 8 Systems - 52 Benchmark Results	2 x AMD EPYC 7601 32-Core - Dell 02MJ3T - AMD Family 17h openSUSE Tumbleweed 20181218 - 4.19.8-1-default - KDE Plasma 5.14.4
winspec 3 Systems - 91 Benchmark Results	Intel Core i9-7960X - MSI X299 SLI PLUS - 4 x 4096 MB 3000MHz Microsoft Windows 10 Pro Build 17763 - 10.0 - 22.19.677.257
Ref Run 4 Systems - 41 Benchmark Results	Intel Core i9-7960X - MSI X299 SLI PLUS - 4 x 4096 MB 3000MHz Microsoft Windows 10 Pro Build 17763 - 10.0 - 22.19.677.257
Ref Run 4 Systems - 36 Benchmark Results	Intel Core i9-7960X - MSI X299 SLI PLUS - 4 x 4096 MB 3000MHz Microsoft Windows 10 Pro Build 17763 - 10.0 - 22.19.677.257
ThreadR1-win10-ent-CCTA-CPU-Massive-21sep2020 2 Systems - 135 Benchmark Results	AMD Ryzen Threadripper 3960X 24-Core - Intel 440BX - 1 x 16384 MB 0MHz Microsoft Windows 10 Enterprise LTSC Build 17763 - 10.0 - 8.16.7.5

Tesseract OCR

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Test Type

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Performance Metrics

Tesseract OCR v4.0.0.20181030

Time To OCR 7 Images

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