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IAM

Benchmarks

Task NameDataset NameSOTA ResultTrend
Handwritten text recognitionIAM (test)
CER3.2
102
Handwriting RecognitionIAM
CER2.38
32
Handwritten Text RecognitionIAM-A (test)
CER (%)2.26
24
Handwritten Text RecognitionIAM Aachen (test)
CER2.26
23
Handwritten Text RecognitionIAM 30 (test)
WRA94.8
18
Handwritten Text GenerationIAM word-level
FID15.54
16
Handwritten Text RecognitionIAM LAM (test)
CER2.7
13
Handwritten Text RecognitionIAM A partition (test)
CER2.75
12
Handwriting generationIAM (test)
FID17.28
9
Handwritten Text RecognitionIAM (val)
CER3.04
9
Handwriting SynthesisIAM lines
FID12.89
8
Handwritten Text GenerationIAM Lines
FID12.89
8
Handwriting RecognitionIAM Paragraph Level (test)
Mean Test CER (w/o LM)6.3
7
Handwriting GenerationIAM (OOV-U)
FID102.22
7
Handwriting GenerationIAM (OOV-S)
FID98.57
7
Handwriting GenerationIAM (IV-U)
FID91.11
7
Handwriting GenerationIAM (IV-S)
FID88.2
7
Handwritten Text RecognitionIAM-B (test)
CER3.5
6
Handwriting RecognitionIAM page paragraph
CER4.5
6
Handwriting RecognitionIAM Offline (test)
Accuracy59.2
6
Handwriting RecognitionIAM Online
Accuracy56.7
6
Handwriting RecognitionIAM Single Line (test)
Mean Test CER (w/o LM)4.7
5
Named Entity Recognition (18 classes)IAM (Custom)
Macro F10.536
5
Named Entity Recognition (18 classes)IAM (RWTH)
Macro F152
5
Named Entity Recognition (6 classes)IAM (Custom)
Macro F176.4
5
Showing 25 of 31 rows