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 21 September 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 335 public results since 19 December 2018 with the latest data as of 22 August 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

96th

53 ^{+/- 1}

2 x Intel Xeon Platinum 8252C

92nd

55 ^{+/- 1}

AMD Ryzen Threadripper 3970X 32-Core

87th

Intel Core i5-8400

86th

58 ^{+/- 7}

2 x Intel Xeon Platinum 8280

81st

61 ^{+/- 1}

Intel Core i7-4770K

81st

61 ^{+/- 6}

Intel Core i5-4670

77th

62 ^{+/- 2}

Intel Core i3-8100

77th

62 ^{+/- 7}

Mid-Tier

75th

> 63

Intel Core i7-7900X

73rd

64 ^{+/- 8}

Intel Core i7-3770K

71st

65 ^{+/- 10}

AMD Ryzen Threadripper 2990WX 32-Core

69th

66 ^{+/- 4}

Intel Core i7-4960X

69th

66 ^{+/- 9}

Intel Core i5-6500

68th

67 ^{+/- 8}

Intel Xeon E5-1680 v3

66th

68 ^{+/- 8}

2 x Intel Xeon Gold 6138

66th

68 ^{+/- 2}

Intel Core i7-2700K

64th

69 ^{+/- 8}

Intel Core i9-7980XE

61st

70 ^{+/- 9}

Intel Core i7-3960X

60th

71 ^{+/- 9}

Intel Core i7 990X

52nd

76 ^{+/- 7}

Intel Xeon E5-2687W v3

52nd

76 ^{+/- 10}

Median

50th

Intel Core i3-2120

37th

89 ^{+/- 11}

Intel Core i5-5300U

30th

100 ^{+/- 13}

Low-Tier

25th

> 107

AMD EPYC 7J13 64-Core

7th

135

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%.

test-single-threaded-8GB 1 System - 144 Benchmark Results	Intel Core i3-8100T - LENOVO 313D - Intel Cannon Lake PCH Ubuntu 20.04 - 5.11.0-27-generic - GNOME Shell 3.36.9
test 1 System - 1 Benchmark Result	Intel Core i5-8250U - 14GB - 2 x 275GB Virtual Disk Ubuntu 20.04 - 5.10.16.3-microsoft-standard-WSL2 - GCC 9.3.0
test2 1 System - 2 Benchmark Results	E8C - 126GB - 2000GB Western Digital WD2003FZEX-0 Debian 6 - 5.4.0-3.6-e8c - Xfce
Raspberry Pi 4 vs. Intel Comet Lake 5 Systems - 74 Benchmark Results	Intel Core i3-10100 - Gigabyte B460M DS3H - Intel Device 9b63 Debian 10 - 4.19.0-9-amd64 - X Server 1.20.4
Raspberry Pi 4 vs. Intel Comet Lake 5 Systems - 71 Benchmark Results	Intel Celeron G5900 - Gigabyte B460M DS3H - Intel Device 9b73 Debian 10 - 4.19.0-9-amd64 - X Server 1.20.4
Raspberry Pi 4 vs. Intel Comet Lake 5 Systems - 67 Benchmark Results	Intel Celeron G5900 - Gigabyte B460M DS3H - Intel Device 9b73 Debian 10 - 4.19.0-9-amd64 - X Server 1.20.4
Raspberry Pi 4 vs. Intel Comet Lake 5 Systems - 67 Benchmark Results	Intel Celeron G5900 - Gigabyte B460M DS3H - Intel Device 9b73 Debian 10 - 4.19.0-9-amd64 - X Server 1.20.4
Creator AMD Ryzen 5 5600G 3 Systems - 194 Benchmark Results	AMD Ryzen 5 5600G - ASUS TUF GAMING B550M-PLUS - AMD Renoir Root Complex Ubuntu 21.10 - 5.14.0-051400rc7daily20210826-generic - GNOME Shell 40.2
NL51GU-n4020 2 Systems - 555 Benchmark Results	Intel Celeron N4020 - Notebook NL40_50GU - Intel Device 31f0 Debian 10 - 5.10.0-0.bpo.3-amd64 - X Server 1.20.4
test-single-threaded 1 System - 143 Benchmark Results	Intel Celeron J3455 - PMB v1.0 - Intel Celeron N3350 Ubuntu 20.04 - 5.11.0-27-generic - GNOME Shell 3.36.9
pa70_singleThread 1 System - 151 Benchmark Results	Intel Core i7-8750H - Notebook PA70ES - Intel Cannon Lake PCH Ubuntu 21.04 - 5.11.0-7620-generic - KDE Plasma 5.21.4
tesseract_9700k 1 System - 1 Benchmark Result	Intel Core i7-9700K - ASRock Z390M-ITX/ac - 2 x 16384 MB 3200MHz CMK64GX4M4B3200C16 Microsoft Windows 10 Pro Build 19043 - 10.0 - 471.41
testtest 1 System - 147 Benchmark Results	AMD EPYC 7742 64-Core - QEMU Standard PC - Intel 440FX 82441FX PMC Kali 2021.2 - 5.10.0-kali9-amd64 - KDE Plasma
rough load 1 System - 44 Benchmark Results	AMD EPYC 7J13 64-Core - (1.4.1 BIOS) - 16384 + 16384 + 16384 + 16384 + 16384 + 16384 + 16384 + 16384 + 16384 + 16384 + 16384 + 16384 + 16384 + 16384 + 16384 + 16128 0MHz Microsoft Windows Server 2019 Standard Build 17763 - 10.0 - 9.25.36.24
Raspberry Pi 400 6 Systems - 154 Benchmark Results	ARMv8 Cortex-A72 - BCM2835 Raspberry Pi 4 Model B Rev 1.1 - 2048MB Debian 10 - 5.4.51-v8+ - LXDE 0.10.0

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 17763 - 10.0 - 10.0.17763.1
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 17763 - 10.0 - 22.19.162.4
Raspberry Pi 4 vs. Intel Comet Lake 6 Systems - 75 Benchmark Results	AMD Athlon Silver 3050e - LENOVO 3181 - AMD Raven Ubuntu 20.10 - 5.8.0-33-generic - GNOME Shell 3.38.1
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
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
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
ThreadR1-win10-ent-CCTA-CPU-Massive-21sep2020 2 Systems - 135 Benchmark Results	AMD Ryzen Threadripper 3960X 24-Core - Intel 440BX - 1 x 8192 MB 0MHz VMW-8192MB Microsoft Windows 10 Home Build 18362 - 10.0 - 8.16.7.5
Raspberry Pi 4 vs. Intel Comet Lake 7 Systems - 79 Benchmark Results	Intel Celeron G5900 - Gigabyte B460M DS3H - Intel Device 9b73 Debian 10 - 4.19.0-9-amd64 - X Server 1.20.4
Windows 8 vs. Windows 10 - Spectre/Meltdown Benchmarks 6 Systems - 45 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
winspec 6 Systems - 95 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
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 6 Systems - 35 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

Tesseract OCR

Project Site

Test Created

Test Maintainer

Test Type

Average Install Time

Average Run Time

Accolades

Supported Platforms

Revision History

Suites Using This Test

Performance Metrics

Tesseract OCR v4.0.0.20181030

Time To OCR 7 Images

Recent Test Results

Most Popular Test Results