OpenCodePapers

table-recognition-on-pubtabnet

Table Recognition
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PaperCodeTEDS (all samples)TEDS-StructModelNameReleaseDate
Multi-Cell Decoder and Mutual Learning for Table Structure and Character Recognition✓ Link96.87MuTabNet2024-04-20
PingAn-VCGroup's Solution for ICDAR 2021 Competition on Scientific Literature Parsing Task B: Table Recognition to HTML✓ Link96.76TableMaster2021-05-05
An End-to-End Multi-Task Learning Model for Image-based Table Recognition✓ Link96.6797.88Multi-Task Learning Model2023-03-15
High-Performance Transformers for Table Structure Recognition Need Early Convolutions✓ Link96.53ConvStem2023-11-09
PP-StructureV2: A Stronger Document Analysis System✓ Link96.397.01SLANet2022-10-11
TRUST: An Accurate and End-to-End Table structure Recognizer Using Splitting-based Transformers96.297.1TRUST2022-08-31
Neural Collaborative Graph Machines for Table Structure Recognition95.4NCGM2021-11-26
LGPMA: Complicated Table Structure Recognition with Local and Global Pyramid Mask Alignment✓ Link94.696.7LGPMA2021-05-13
Split, embed and merge: An accurate table structure recognizer93.7SEM2021-07-12
Table Structure Recognition using Top-Down and Bottom-Up Cues✓ Link90.190.1TabStruct-Net2020-10-09
Image-based table recognition: data, model, and evaluation✓ Link88.3EDD2019-11-25
TSRFormer: Table Structure Recognition with Transformers97.5TSRFormer2022-08-09
Robust Table Detection and Structure Recognition from Heterogeneous Document Images97RTSR2022-03-17
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