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SotA/Methodology/Optical Character Recognition (OCR)

Optical Character Recognition (OCR)

41 benchmarks1209 papers

Optical Character Recognition or Optical Character Reader (OCR) is the electronic or mechanical conversion of images of typed, handwritten or printed text into machine-encoded text, whether from a scanned document, a photo of a document, a scene-photo (for example the text on signs and billboards in a landscape photo, license plates in cars...) or from subtitle text superimposed on an image (for example: from a television broadcast)

Benchmarks

Optical Character Recognition (OCR) on IAM

CERWER

Optical Character Recognition (OCR) on Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study

Accuracy (%)

Optical Character Recognition (OCR) on CIFAR10 (10,000)

Accuracy

Optical Character Recognition (OCR) on LAM(line-level)

Test CERTest WER

Optical Character Recognition (OCR) on IAM(line-level)

Test CERTest WER

Optical Character Recognition (OCR) on READ2016(line-level)

Test CERTest WER

Optical Character Recognition (OCR) on VideoDB's OCR Benchmark Public Collection

Average AccuracyCharacter Error Rate (CER)Word Error Rate (WER)

Optical Character Recognition (OCR) on Belfort

CER (%)WER (%)

Optical Character Recognition (OCR) on KOHTD

CER

Optical Character Recognition (OCR) on BN-HTRd

F-Score

Optical Character Recognition (OCR) on FSNS - Test

Sequence error

Optical Character Recognition (OCR) on READ 2016

CER (%)WER (%)

Optical Character Recognition (OCR) on SUT

Character Error Rate (CER)

Optical Character Recognition (OCR) on An extensive dataset of handwritten central Kurdish isolated characters

1:1 Accuracy

Optical Character Recognition (OCR) on BanglaLekha Isolated Dataset

AccuracyCross Entropy LossEpochs

Optical Character Recognition (OCR) on BanglaWriting

F-Score

Optical Character Recognition (OCR) on Bentham

CER

Optical Character Recognition (OCR) on Digital Peter

CER

Optical Character Recognition (OCR) on Digits

F1 - macro

Optical Character Recognition (OCR) on HKR

CER

Optical Character Recognition (OCR) on IAM-B

CER

Optical Character Recognition (OCR) on IAM-D

CER

Optical Character Recognition (OCR) on MNIST

PERCENTAGE ERRORAccuracy

Optical Character Recognition (OCR) on SIMARA

CER (%)WER (%)

Optical Character Recognition (OCR) on Saint Gall

CER

Optical Character Recognition (OCR) on COCO (Common Objects in Context)

AP

Optical Character Recognition (OCR) on I2L-140K

BLEU

Optical Character Recognition (OCR) on PASCAL VOC 07+12

mAP

Optical Character Recognition (OCR) on im2latex-100k

BLEU