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SOTA Table Structure Recognition benchmarks and papers with code | Wizwand
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Table Structure Recognition
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
PubTabNet (val)
MuTabNet
TEDS
96.87
21
4d ago
SciTSR-COMP (test)
TSRFormer
Precision
99.4
14
4d ago
SciTSR
LGPMA
Precision
98.2
11
4d ago
ICDAR 2013
LGPMA
Precision
96.7
10
4d ago
FinTabNet (evaluation)
MuTabNet
TEDS
98.87
9
4d ago
ICDAR (test)
Hierarchical Modeling Approach (Proposal)
Simple TEDS
98.1
8
4d ago
WTW (test)
StrucTexTv2Small
F1 Score
78.9
8
4d ago
SciTSR full (test)
RobusTabNet
Precision
99.4
8
4d ago
PubTabNet All 1.0 (test)
TableFormer
TEDS
96.75
7
4d ago
PubTables cropped tables collection v2
TATR-v1.2-Pub
GriTS Top
98.03
6
4d ago
PubTabNet Complex 1.0 (test)
TableFormer
TEDS
95
6
4d ago
PubTabNet Simple 1.0 (test)
TableFormer
TEDS
98.5
6
4d ago
PubTables-1M
VAST
GriTS Top Score
99.22
6
4d ago
SciTSR (test)
FLAG-Net
Precision
99.7
6
4d ago
ICDAR cTDaR TrackB2-Modern 2019 (test)
RobusTabNet
F1 Score (IoU=0.6)
76.6
5
4d ago
FinTabNet
TabPedia
S-TEDS
95.11
4
4d ago
PubTabNet
TabPedia
S-TEDS
95.41
4
4d ago
SciTSR COMP
LGPMA
Precision
97.3
4
4d ago
in-house dataset
RobusTabNet
Precision (IoU@0.6)
94.9
2
4d ago
TabStructDB (test)
Proposed System
Row Precision
93.14
2
4d ago
Synthetic dataset Category 4 (test)
EDD
Exact Match
98
2
4d ago
Synthetic dataset Category 3 (test)
EDD
Exact Match
97.2
2
4d ago
Synthetic dataset Category 2 (test)
EDD
Exact Match
99.9
2
4d ago
Synthetic dataset Category 1 (test)
EDD
Exact Match
99.7
2
4d ago
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