Handwritten Text Recognition on LAM(line-level)

Metric: Test CER (lower is better)

LeaderboardDataset

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#	Model↕	Test CER▲	Extra Data	Paper	Date↕	Code
1	HTR-VT	2.8	No	HTR-VT: Handwritten Text Recognition with Vision...	2024-09-13	Code
2	OrigamiNet-24	3	No	OrigamiNet: Weakly-Supervised, Segmentation-Free...	2020-06-12	Code
3	OrigamiNet-18	3.1	No	OrigamiNet: Weakly-Supervised, Segmentation-Free...	2020-06-12	Code
4	OrigamiNet-12	3.1	No	OrigamiNet: Weakly-Supervised, Segmentation-Free...	2020-06-12	Code
5	TrOCR	3.6	Yes	TrOCR: Transformer-based Optical Character Recog...	2021-09-21	Code
6	GFCN	5.2	No	Recurrence-free unconstrained handwritten text r...	2020-12-09	Code

#1HTR-VTSOTA
2.8
Test CER· 2024-09-13
HTR-VT: Handwritten Text Recognition with Vision Transformer Code
#2OrigamiNet-24SOTA
3
Test CER· 2020-06-12
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold Code
#3OrigamiNet-18SOTA
3.1
Test CER· 2020-06-12
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold Code
#4OrigamiNet-12
3.1
Test CER· 2020-06-12
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold Code
#5TrOCR
3.6
Test CER· Extra Data· 2021-09-21
TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models Code
#6GFCN
5.2
Test CER· 2020-12-09
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network Code