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Benchmarks
Table Detection on TableBank LaTeX 1K (test)
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99
Recall
YOLO
77.056
82.753
88.45
94.147
Aug 25, 2020
Recall
Precision
F1 Score
mAP
Updated 1mo ago
Evaluation Results
Method
Method
Links
Recall
Precision
F1 Score
mAP
YOLO
Training Dataset=Table...
2020.08
99
98
98.5
-
M-RCNN
Training Dataset=Table...
2020.08
98
96
94
-
CDeC-Net
Training Dataset=Table...
2020.08
97.9
99.5
98.7
0.976
CDeC-Net
Training Dataset=Table...
2020.08
97.8
99.5
98.6
0.974
Li et al.
Training Dataset=Table...
2020.08
97.5
98.7
98.1
-
SSD
Training Dataset=Table...
2020.08
97
96
96.5
-
CDeC-Net+
Training Dataset=IIIT-...
2020.08
97
99
98
0.965
RetinaNet
Training Dataset=Table...
2020.08
86
98
92
-
CDeC-Net
Training Dataset=IIIT-...
2020.08
77.9
96.1
87
0.759
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