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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
FinTabNet
InstructTable
S-TEDS
99.2
40
3mo ago
PubTabNet (val)
Proposal
TEDS (Simple)
98.34
39
1mo ago
PubTabNet
InstructTable
S-TEDS
98.22
37
1mo ago
MUSTARD
InstructTable
S-TEDS
95.3
20
3mo ago
PubTables-1M
ConRTF
GriTS Top Score
99.51
20
23d ago
BCDSTab
InstructTable
S-TEDS
84.75
18
3mo ago
SciTSR
TableSeq
Precision
99.79
18
3mo ago
dental estimates dataset
Qwen3-VL
S-TEDS
92.7
16
3mo ago
ICDAR (test)
Hierarchical Modeling Approach (Proposal)
Simple TEDS
98.1
16
1mo ago
SciTSR (test)
TSRFormer
F1 Score
99.6
15
2mo ago
SciTSR-COMP (test)
TSRFormer
Precision
99.4
14
4mo ago
ICDAR 2013
LGPMA
Precision
96.7
10
4mo ago
FinTabNet (evaluation)
MuTabNet
TEDS
98.87
9
4mo ago
TEDS
GLM-OCR
TEDS
86
8
4mo ago
WTW (test)
StrucTexTv2Small
F1 Score
78.9
8
4mo ago
SciTSR full (test)
RobusTabNet
Precision
99.4
8
4mo ago
PubTabNet All 1.0 (test)
TableFormer
TEDS
96.75
7
4mo ago
PubTables cropped tables collection v2
TATR-v1.2-Pub
GriTS Top
98.03
6
4mo ago
PubTabNet Complex 1.0 (test)
TableFormer
TEDS
95
6
4mo ago
PubTabNet Simple 1.0 (test)
TableFormer
TEDS
98.5
6
4mo ago
SynthTabNet (val)
TFLOP + GAP
TEDS-S
99.69
5
1mo ago
ICDAR 2013 (test)
TableSeq
Precision
95.78
5
3mo ago
ICDAR cTDaR TrackB2-Modern 2019 (test)
RobusTabNet
F1 Score (IoU=0.6)
76.6
5
4mo ago
FinDocBench Table
Agentar-Fin-OCR
TEDS
95.7
4
4mo ago
OmniDocBench Table v1.5
PaddleOCR-VL-1.5
TEDS
92.8
4
4mo ago
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