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Scene Text Recognition on IC13, IC15, IIIT, SVT, SVTP, CUTE80 Average (test)

97.42Average Accuracy

CLIP4STR-L*

Updated 2d ago

Evaluation Results

Method
CLIP4STR-L* 2023.12	97.42	-	-	-	-	-	-
CLIP4STR-B* 2023.12	97.25	-	-	-	-	-	-
CLIP4STR-L 2023.12	97.06	-	-	-	-	-	-
CLIP4STR-B 2023.12	96.89	-	-	-	-	-	-
SVTRv2 2026.02	96.57	98.7	98	99.2	91.1	93.5	99
SVTRv2-AR 2026.02	96.56	98.6	97.37	99.03	90.56	95.5	98.26
CPPD 2026.02	96.4	98.2	97.8	99	90.4	94	99
PARSeq 2026.02	96.4	98.4	98.1	98.9	90.1	94.3	98.6
MAERec 2026.02	96.36	98.2	97.8	99.2	90.4	94.3	98.3
MAERec-B 2023.12	96.15	-	-	-	-	-	-
BUSNet 2026.02	96.06	97.8	98.1	98.3	90.2	95.3	96.5
ABINet 2023.12	96.01	-	-	-	-	-	-
LPV 2026.02	95.93	98.1	97.8	98.6	89.8	93.6	97.6
SMTR 2026.02	95.9	98.3	97.4	99	90.1	92.7	97.9
ABINet 2026.02	95.83	97.7	98.1	98.5	90.1	94.1	96.5
OTE 2026.02	95.74	98	96.6	98.6	90.1	94	97.2
MaskOCR (ViT-S) 2022.06	95.6	-	-	-	-	-	-
MaskOCR (ViT-B) 2022.06	95.6	-	-	-	-	-	-
PARSeqA 2023.12	95.57	-	-	-	-	-	-
MAERec 2026.02	95.57	98.48	96.91	98.1	88.13	95.97	95.83
SVTRv2 2026.02	95.35	98.6	95.98	98.2	87.85	94.26	97.22
SVTRv2-AR 2026.02	95.32	98.48	95.98	98.2	88.29	94.11	96.87
DiG (ViT-B) 2022.06	94.9	-	-	-	-	-	-
DiG-ViT-B 2023.12	94.86	-	-	-	-	-	-
ViTSTR-S 2023.12	94.85	-	-	-	-	-	-
DiG (ViT-S) 2022.06	94.6	-	-	-	-	-	-
MAERec-S 2022.06	94.6	-	-	-	-	-	-
SVTR 2026.02	94.58	97.3	97.1	98	88.6	90.7	95.8
NRTR-CPPD 2023.07	94.5	98.6	96.6	97.6	88.8	91.9	93.4
SVTR-B-CPPD 2023.07	94.1	97.5	95.5	97.7	87.7	92.4	93.7
ABINet-CPPD 2023.07	94.01	98	96.3	97.2	87.6	92.6	92.1
SVTR-B-CPPD 2023.07	93.8	98.2	95.5	97.6	87.9	90.9	92.7
MaskOCR 2022.05	93.8	-	-	-	-	-	-
LPV-B 2023.07	93.78	97.6	94.6	97.3	87.5	90.9	94.8
MaskOCR(ViT-L) 2023.12	93.78	-	-	-	-	-	-
SMTR 2026.02	93.74	97.78	95.52	97.67	86.36	91.01	94.1
LPV 2026.02	93.73	96.85	95.98	97.77	86.47	90.85	94.44
PARSeq-CPPD 2023.07	93.71	97.3	95.7	97.4	87.6	90.9	93.4
CPPD 2026.02	93.66	96.85	95.36	97.17	85.15	91.94	95.49
PARSeq 2026.02	93.55	97.32	94.74	97.77	85.64	92.09	93.75
OTE 2026.02	93.55	97.32	94.74	97.77	85.64	92.09	93.75
SVTR-B-NRTR 2023.07	93.54	97.7	95.4	97.4	88.5	90.7	91.7
BUSNet 2026.02	93.52	96.62	95.52	97.2	85.75	91.94	94.1
SVTR 2026.02	93.46	97.78	94.28	97.5	85.64	90.08	95.49
DiG-ViT-B 2023.12	93.41	-	-	-	-	-	-
DiG (ViT-B) 2022.06	93.4	-	-	-	-	-	-
TrOCRLarge 2023.12	93.23	-	-	-	-	-	-
MATRN 2023.12	93.2	-	-	-	-	-	-
PARSeqA 2023.12	93.16	-	-	-	-	-	-
DiG (ViT-S) 2022.06	93.1	-	-	-	-	-	-
MaskOCR (ViT-B) 2022.06	93.1	-	-	-	-	-	-
MaskOCR(ViT-B) 2023.12	93.1	-	-	-	-	-	-
CTC-CPPD 2023.07	93.02	96.8	95.2	96.9	87.2	90.2	91.7
MaskOCR (ViT-S) 2022.06	93	-	-	-	-	-	-
GIT 2022.05	92.9	-	-	-	-	-	-
ABINet 2026.02	92.81	96.97	93.35	97	85.04	90.39	94.1
ConCLR 2022.06	92.8	-	-	-	-	-	-
MaskOCR (ViT-B) 2022.06	92.7	-	-	-	-	-	-
ABINet 2022.06	92.7	-	-	-	-	-	-
ABINet 2023.12	92.66	-	-	-	-	-	-
CDistNet 2023.07	92.57	97.4	93.5	96.4	86	88.7	93.4
SVTR-L 2023.07	92.54	97.2	91.7	96.3	86.6	88.4	95.1
PARSeq 2023.07	92.53	97	93.6	97	86.5	88.9	92.2
MaskOCR (ViT-S) 2022.06	92.5	-	-	-	-	-	-
PerSec 2022.06	92.4	-	-	-	-	-	-
SVTR-T-CPPD 2023.07	92.25	97.1	94.4	96.6	86.6	88.5	90.3
ViT-CTC 2026.02	92.1	95.45	94.13	97.2	86.03	87.75	92.01
ABINet 2023.07	91.93	97.4	93.5	96.2	86	89.3	89.2
GTR 2023.07	91.92	96.8	94.1	95.8	84.6	87.9	92.3
SVTR-B 2023.07	91.9	97.1	91.5	96	85.2	89.9	91.7
ABINet 2022.05	91.9	-	-	-	-	-	-
S-GTR 2022.05	91.9	-	-	-	-	-	-
ViT-CTC 2026.02	91.88	97.2	93.35	96.33	83.49	88.22	92.71
SVTR-T-NRTR 2023.07	91.49	97.3	93.4	95	85.5	88.2	89.6
PETR 2023.12	91.42	-	-	-	-	-	-
VisionLAN 2023.12	91.23	-	-	-	-	-	-
VisionLan 2022.06	91.2	-	-	-	-	-	-
TextScanner 2023.12	91.15	-	-	-	-	-	-
PIMNet 2022.06	90.5	-	-	-	-	-	-
SRN 2023.12	90.42	-	-	-	-	-	-
SRN 2022.06	90.4	-	-	-	-	-	-
TrOCR 2022.06	90.3	-	-	-	-	-	-
VisionLAN 2023.07	90.23	95.7	91.7	95.8	83.7	86	88.5
CRNN 2026.02	90.21	94.6	91.8	95.8	84.9	83.1	91
I2C2W 2022.06	90.2	-	-	-	-	-	-
TRBA 2023.12	90.07	-	-	-	-	-	-
I2C2W 2023.07	90	95	91.7	94.3	82.8	83.1	93.1
SVTR-T 2023.07	89.99	96.3	91.6	94.4	84.1	85.4	88.2
GIT 2022.05	89.9	-	-	-	-	-	-
ABINet 2022.06	89.8	-	-	-	-	-	-
NRTR-re 2023.07	89.62	96.6	91.8	93	83.4	86.8	86.1
SRN 2022.05	89.6	-	-	-	-	-	-
SRN 2023.07	89.57	95.5	91.5	94.8	82.7	85.1	87.8
SE-ASTER 2023.12	88.35	-	-	-	-	-	-
SEED 2022.06	88.3	-	-	-	-	-	-
SAM 2022.05	87.8	-	-	-	-	-	-
RobustScanner 2023.07	87.52	94.8	88.1	95.3	77.1	79.5	90.3
Ro.Scanner 2022.05	87.5	-	-	-	-	-	-
NRTR 2023.07	87.38	95.8	91.5	90.1	79.4	86.6	80.9
ASTER 2022.06	86.7	-	-	-	-	-	-

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