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Benchmarks
Text Detection on MLT
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92
Recall
TextDS
54.716
64.3955
74.075
83.7545
Mar 12, 2020
Mar 29, 2021
Apr 16, 2022
May 4, 2023
May 21, 2024
Jun 8, 2025
Jun 26, 2026
Recall
Precision
Hmean
Updated 26d ago
Evaluation Results
Method
Method
Links
Recall
Precision
Hmean
TextDS
SynthText pre-training...
2026.06
92
92.4
92.2
S3INet
SynthText pre-training...
2026.06
86.8
92.8
89.7
CB-Net
SynthText pre-training...
2026.06
85.2
92.9
88.9
TextBPN
SynthText pre-training...
2026.06
84.6
90.3
87.4
LRANet
SynthText pre-training...
2026.06
84.4
92.7
88.3
TextPMs
SynthText pre-training...
2026.06
83.6
88.1
85.8
DB-Net
SynthText pre-training...
2026.06
83.5
87.8
85.6
GCL
Backbone=FPN
2020.03
57.54
80.65
67.16
CSL
Backbone=FPN
2020.03
56.72
80.77
66.64
baseline
Backbone=FPN
2020.03
56.15
80.26
66.08
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