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Scene Text Detection on TotalText (test)

90.5Recall

HierText

Updated 4d ago

Evaluation Results

Method
HierText 2025.04	90.5	85.5	-	-	87.9
DAT-SEG 2025.04	89.2	95	-	-	92
DAT-DET 2025.04	88.2	94	-	-	91
ESTextSpotter 2025.04	88.1	92	-	-	90
MixNet 2023.08	88	93	-	15.2	90.5
MixNet 2023.08	87	93.1	-	15.7	89.9
PGNet 2022.04	86.8	85.5	86.1	-	-
DPText-DETR 2022.07	86.4	91.8	89	-	-
DPText-DETR 2025.04	86.4	91.8	-	-	89
Feature Sampling and Grouping 2022.03	85.7	90.7	88.1	-	-
FSG 2022.07	85.7	90.7	88.1	-	-
UHT V16 2019.11	85.6	85	85.3	-	-
SIR 2025.04	85.6	90.9	-	-	88.2
CRAFTS 2022.03	85.4	89.5	87.4	-	-
TextBPN++ 2022.07	85.3	91.8	88.5	-	-
TextBPN 2022.03	85.2	90.7	87.9	-	-
CharNet H-88 2019.11	85	88	86.5	-	-
CharNet 2022.03	85	88	86.5	-	-
Qin et al. 2022.03	85	87.8	86.4	-	-
CharNet 2022.04	85	87.3	86.1	-	-
Boundary TextSpotter 2022.04	85	88.9	87	-	-
DRRG 2022.03	84.9	86.5	85.7	-	-
UHT R50 2019.11	84.2	85.1	84.8	-	-
ABCNet v2 2022.03	84.1	90.2	87	-	-
ABCNet v2 2022.04	84.1	90.2	87	-	-
ABCNet-v2 2022.07	84.1	90.2	87	-	-
MixNet 2023.08	84.1	92	-	15.2	87.8
DB + VLPT-STD 2022.04	84	88.7	86.3	-	-
MixNet 2023.08	84	91.8	-	21.7	87.7
ContourNet 2020.04	83.9	86.9	85.4	-	-
ContourNet 2022.03	83.9	86.9	85.4	-	-
TESTR-Bezier 2022.04	83.7	92.8	88	-	-
I3CL 2022.07	83.7	89.2	86.3	-	-
MixNet 2023.08	83.7	91.1	-	15.7	87.3
Unconstrained 2022.04	83.4	83.3	83.3	-	-
DB + STKM 2022.04	83.4	87.7	85.5	-	-
TextFuseNet 2022.07	83.2	87.5	85.3	-	-
UHT V16 2019.11	82.6	88.8	85.6	-	-
DocSAM 2025.04	82.6	72.1	-	-	77
DB-ResNet-50 2019.11	82.5	87.1	84.7	32	-
DB 2022.03	82.5	87.1	84.7	-	-
DB + ST 2022.04	82.5	87.1	84.7	-	-
DB 2022.07	82.5	87.1	84.7	-	-
PCR 2022.07	82	88.5	85.2	-	-
UHT R50 2019.11	81.8	88.2	84.9	-	-
Text Perceptron 2022.04	81.8	88.8	85.2	-	-
CharNet H-88 2019.11	81.7	89.9	85.6	-	-
DEER 2022.03	81.44	90.44	85.71	-	-
TESTR-Polygon 2022.04	81.4	93.4	86.9	-	-
TESTR-polygon 2022.07	81.4	93.4	86.9	-	-
PSENet_v2 2019.11	81	89.3	85	-	-
PAN++ 2022.03	81	89.9	85.3	-	-
PAN 2022.03	81	89.3	85	-	-
PAN 2022.07	81	89.3	85	-	-
ICG 2019.11	80.9	82.9	81.5	-	-
MixNet 2023.08	80.5	91.4	-	21.7	85.7
TextField 2019.11	79.9	81.2	80.6	-	-
CRAFT 2019.11	79.9	87.6	83.6	-	-
TextField 2020.04	79.9	81.2	80.6	-	-
CRAFT 2020.04	79.9	87.6	83.6	-	-
TextField 2019.11	79.9	81.2	80.6	-	-
CRAFT+ 2019.11	79.9	87.6	83.6	-	-
TextField 2022.03	79.9	81.2	80.6	-	-
CRAFT 2022.03	79.9	87.6	83.6	-	-
CRAFT 2022.07	79.9	87.6	83.6	-	-
CSE+ 2019.11	79.7	81.4	80.2	-	-
PAN 2020.04	79.4	88	83.5	-	-
LOMO 2019.11	79.3	87.6	83.3	-	-
LOMO 2020.04	79.3	87.6	83.3	-	-
LOMO 2019.11	79.3	87.6	83.3	-	-
CSE 2019.11	79.1	81.4	80.2	-	-
PSE-1s 2019.11	78	84	80.9	3.9	-
PSENet 2020.04	78	84	80.9	-	-
FTSN 2019.11	78	84.7	81.3	-	-
PSE-Net 2022.03	78	84	80.9	-	-
PSENet-1s+ 2019.11	77.96	84.02	80.87	-	-
DB-ResNet-18 2019.11	77.9	88.3	82.8	50	-
ATRR 2019.11	76.2	80.9	78.5	-	-
Wang et al. 2020.04	76.2	80.9	78.5	-	-
LOMO 2020.04	75.7	88.6	81.6	-	-
LOMO 2019.11	75.7	88.6	81.6	-	-
TextDragon 2022.03	75.7	85.6	80.3	-	-
LOMO 2022.03	75.7	88.6	81.6	-	-
Text Dragon 2022.04	75.7	85.6	80.3	-	-
MTS 2019.11	75.6	82.5	78.6	-	-
PSENet 2020.04	75.1	81.8	78.3	-	-
MSR 2020.04	74.8	83.8	79	-	-
TextSnake 2019.11	74.5	82.7	78.4	-	-
TextSnake 2020.04	74.5	82.7	78.4	-	-
TextSnake 2019.11	74.5	82.7	78.4	-	-
TextSnake 2022.03	74.5	82.7	78.4	-	-
TextSnake 2022.07	74.5	82.7	78.4	-	-
TextDragon 2020.04	74.2	84.5	79	-	-
Poly-FRCNN-3 2019.11	68	78	73	-	-
TextNet 2022.03	59.45	68.21	63.53	-	-
Li et al. 2022.03	59.38	63.25	61.25	-	-
Lyu et al. 2020.04	55	69	61.3	-	-
Mask TextSpotter 2022.03	55	69	61.3	-	-
Mask TextSpotter 2022.04	55	69	61.3	-	-
Textboxes 2022.04	45.5	62.1	52.5	-	-

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