Table Recognition on PubTabNet

Metric: TEDS (all samples) (higher is better)

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#	Model↕	TEDS (all samples)▼	Extra Data	Paper	Date↕	Code
1	MuTabNet	96.87	No	Multi-Cell Decoder and Mutual Learning for Table...	2024-04-20	Code
2	TableMaster	96.76	No	PingAn-VCGroup's Solution for ICDAR 2021 Competi...	2021-05-05	Code
3	Multi-Task Learning Model	96.67	No	An End-to-End Multi-Task Learning Model for Imag...	2023-03-15	Code
4	ConvStem	96.53	No	High-Performance Transformers for Table Structur...	2023-11-09	Code
5	SLANet	96.3	No	PP-StructureV2: A Stronger Document Analysis Sys...	2022-10-11	Code
6	TRUST	96.2	No	TRUST: An Accurate and End-to-End Table structur...	2022-08-31	-
7	NCGM	95.4	No	Neural Collaborative Graph Machines for Table St...	2021-11-26	-
8	LGPMA	94.6	No	LGPMA: Complicated Table Structure Recognition w...	2021-05-13	Code
9	SEM	93.7	No	Split, embed and merge: An accurate table struct...	2021-07-12	-
10	TabStruct-Net	90.1	No	Table Structure Recognition using Top-Down and B...	2020-10-09	Code
11	EDD	88.3	No	Image-based table recognition: data, model, and ...	2019-11-25	Code

#1MuTabNetSOTA
96.87
TEDS (all samples)· 2024-04-20
Multi-Cell Decoder and Mutual Learning for Table Structure and Character Recognition Code
#2TableMasterSOTA
96.76
TEDS (all samples)· 2021-05-05
PingAn-VCGroup's Solution for ICDAR 2021 Competition on Scientific Literature Parsing Task B: Table Recognition to HTML Code
#3Multi-Task Learning Model
96.67
TEDS (all samples)· 2023-03-15
An End-to-End Multi-Task Learning Model for Image-based Table Recognition Code
#4ConvStem
96.53
TEDS (all samples)· 2023-11-09
High-Performance Transformers for Table Structure Recognition Need Early Convolutions Code
#5SLANet
96.3
TEDS (all samples)· 2022-10-11
PP-StructureV2: A Stronger Document Analysis System Code
#6TRUST
96.2
TEDS (all samples)· 2022-08-31
TRUST: An Accurate and End-to-End Table structure Recognizer Using Splitting-based Transformers
#7NCGM
95.4
TEDS (all samples)· 2021-11-26
Neural Collaborative Graph Machines for Table Structure Recognition
#8LGPMA
94.6
TEDS (all samples)· 2021-05-13
LGPMA: Complicated Table Structure Recognition with Local and Global Pyramid Mask Alignment Code
#9SEM
93.7
TEDS (all samples)· 2021-07-12
Split, embed and merge: An accurate table structure recognizer
#10TabStruct-NetSOTA
90.1
TEDS (all samples)· 2020-10-09
Table Structure Recognition using Top-Down and Bottom-Up Cues Code
#11EDDSOTA
88.3
TEDS (all samples)· 2019-11-25
Image-based table recognition: data, model, and evaluation Code