Text Detection on ICDAR 2013 (test)
92.5F1 ScoreFOTS
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FOTSmulti-scale=true2018.01 | 92.5 | — | — | — | — | — | — | — | — | 92.82 | — | |
| SPCNETmulti-scale test=false2018.11 | 92.1 | 93.8 | 90.5 | — | — | — | — | — | — | — | — | |
| Mask TextSpotterFPS=4.6, Irregular text support=true2020.02 | 91.7 | 95 | 88.6 | — | — | — | — | — | — | — | — | |
| Text PerceptronMode=End-to-end, FPS=10.3, Irregular text support=false2020.02 | 91.7 | 94.7 | 88.9 | — | — | — | — | — | — | — | — | |
| TextNetIrregular text support=true2020.02 | 91.3 | 93.3 | 89.4 | — | — | — | — | — | — | — | — | |
| Text PerceptronMode=2-stage, FPS=10.3, Irregular text support=false2020.02 | 90.7 | 92.7 | 88.7 | — | — | — | — | — | — | — | — | |
| WordSupBackbone=VGG16, Training Data=synthetic + icdar, Evaluation Criterion=DetEval2017.08 | 90.34 | 93.34 | 87.53 | — | — | — | — | — | — | — | — | |
| WordSupEvaluation protocol=Deteval, Multi-scale=true2018.02 | 90.3 | 93.3 | 87.5 | — | — | — | — | — | — | — | 2 | |
| Tang et al.2018.03 | 90 | 92 | 87 | — | — | — | — | — | — | — | — | |
| WordSupmulti-scale=true2018.03 | 90 | 93 | 88 | — | — | — | — | — | — | — | — | |
| WordSupmulti-scale test=true2018.11 | 90 | 93 | 88 | — | — | — | — | — | — | — | — | |
| He et al.Irregular text support=false2020.02 | 90 | 91 | 88 | — | — | — | — | — | — | — | — | |
| Baselinemulti-scale test=false2018.11 | 89.6 | 91 | 88.1 | — | — | — | — | — | — | — | — | |
| Jiang et al.2018.01 | 89.54 | — | — | — | — | — | — | — | — | 91.85 | — | |
| RRDmulti-scale=true2018.03 | 89 | 92 | 86 | — | — | — | — | — | — | — | — | |
| FOTSmulti-scale=false2018.01 | 88.23 | — | — | — | — | — | — | — | — | 88.3 | — | |
| FOTSFPS=23.9, Irregular text support=false2020.02 | 88.2 | — | — | — | — | — | — | — | — | — | — | |
| PixelLinkmulti-scale test=true2018.11 | 88.1 | 88.6 | 87.5 | — | — | — | — | — | — | — | — | |
| CTPNEvaluation protocol=Deteval, Multi-scale=false2018.02 | 88 | 93 | 83 | — | — | — | — | — | — | — | 7.1 | |
| SSTDEvaluation protocol=Deteval, Multi-scale=false2018.02 | 88 | 89 | 86 | — | — | — | — | — | — | — | 7.7 | |
| oursEvaluation protocol=Deteval, Multi-scale=true2018.02 | 88 | 92 | 84.4 | — | — | — | — | — | — | — | 1 | |
| Tian et al.2018.03 | 88 | 93 | 83 | — | — | — | — | — | — | — | — | |
| He et al. [12]2018.03 | 88 | 89 | 86 | — | — | — | — | — | — | — | — | |
| Baselinemulti-scale=true2018.03 | 88 | 92 | 85 | — | — | — | — | — | — | — | — | |
| CTPNmulti-scale test=false2018.11 | 88 | 93 | 83 | — | — | — | — | — | — | — | — | |
| MCNmulti-scale test=false2018.11 | 88 | 88 | 87 | — | — | — | — | — | — | — | — | |
| SSTDmulti-scale test=false2018.11 | 88 | 89 | 86 | — | — | — | — | — | — | — | — | |
| Tian et al. [22]evaluation protocol=Deteval, FPS=7.12017.03 | 87.7 | 93 | 83 | — | — | — | — | — | — | — | — | |
| CTPNEvaluation Criterion=DetEval2017.08 | 87.69 | 92.98 | 82.98 | — | — | — | — | — | — | — | — | |
| Zhu et al.Evaluation Criterion=DetEval2017.08 | 87.13 | 93.4 | 81.64 | — | — | — | — | — | — | — | — | |
| SSTD2018.01 | 87 | — | — | — | — | — | — | — | — | 88 | — | |
| Our Detection2018.01 | 86.96 | — | — | — | — | — | — | — | — | 87.32 | — | |
| WordSupBackbone=VGG16, Training Data=synthetic, Evaluation Criterion=DetEval2017.08 | 86.92 | 91.95 | 82.41 | — | — | — | — | — | — | — | — | |
| NLPR-CASIA2018.01 | 86 | — | — | — | — | — | — | — | — | — | — | |
| TextBoxesEvaluation protocol=Deteval, Multi-scale=true2018.02 | 86 | 89 | 83 | — | — | — | — | — | — | — | 1.3 | |
| He et al.Evaluation protocol=Deteval, Multi-scale=true2018.02 | 86 | 92 | 81 | — | — | — | — | — | — | — | 1.1 | |
| TextBoxesmulti-scale=true2018.03 | 86 | 89 | 83 | — | — | — | — | — | — | — | — | |
| He et al. [13]2018.03 | 86 | 92 | 81 | — | — | — | — | — | — | — | — | |
| DeepRegmulti-scale test=false2018.11 | 86 | 92 | 81 | — | — | — | — | — | — | — | — | |
| oursEvaluation protocol=Deteval, Multi-scale=false2018.02 | 85.8 | 93.3 | 79.4 | — | — | — | — | — | — | — | 10.4 | |
| Lyu et al.multi-scale test=false2018.11 | 85.8 | 93.3 | 79.4 | — | — | — | — | — | — | — | — | |
| Li et al.Irregular text support=false2020.02 | 85.6 | 91.4 | 80.5 | — | — | — | — | — | — | — | — | |
| SegLinkevaluation protocol=Deteval, FPS=20.6, Resolution=512x5122017.03 | 85.3 | 87.7 | 83 | — | — | — | — | — | — | — | — | |
| SegLinkEvaluation protocol=Deteval, Multi-scale=false2018.02 | 85.3 | 87.7 | 83 | — | — | — | — | — | — | — | 20.6 | |
| SegLinkmulti-scale test=false2018.11 | 85.3 | 87.7 | 83 | — | — | — | — | — | — | — | — | |
| TextBoxes2018.01 | 85 | — | — | — | — | — | — | — | — | 86 | — | |
| Seglink2018.03 | 85 | 88 | 83 | — | — | — | — | — | — | — | — | |
| TextboxesFPS=1.37, Irregular text support=false2020.02 | 85 | 88 | 83 | — | — | — | — | — | — | — | — | |
| Holistic, Multi-Channel Prediction2016.06 | 84.33 | 88.88 | 80.22 | — | — | — | — | — | — | — | — | |
| Yao et al.Evaluation Criterion=DetEval2017.08 | 84.33 | 88.88 | 80.22 | — | — | — | — | — | — | — | — | |
| Yao et al.Evaluation protocol=Deteval, Multi-scale=false2018.02 | 84.3 | 88.9 | 80.2 | — | — | — | — | — | — | — | 1.61 | |
| VGGMaxNet2016.06 | 84.1 | 92.18 | 77.32 | — | — | — | — | — | — | — | — | |
| MCLAB-FCNEvaluation Criterion=DetEval2017.08 | 83.8 | 88.4 | 79.65 | — | — | — | — | — | — | — | — | |
| Zhang et al. [63]2016.06 | 83 | 88 | 78 | — | — | — | — | — | — | — | — | |
| Zhang et al. [30]evaluation protocol=Deteval, FPS=<12017.03 | 83 | 88 | 78 | — | — | — | — | — | — | — | — | |
| Gupta et al. [6]evaluation protocol=Deteval, FPS=152017.03 | 83 | 92 | 75.5 | — | — | — | — | — | — | — | — | |
| Gupta et al.Evaluation Criterion=DetEval2017.08 | 83 | 92 | 75.5 | — | — | — | — | — | — | — | — | |
| Zhang et al.Evaluation protocol=Deteval, Multi-scale=false2018.02 | 83 | 88 | 78 | — | — | — | — | — | — | — | 0.5 | |
| FCRNEvaluation protocol=Deteval, Multi-scale=true2018.02 | 83 | 92 | 75.5 | — | — | — | — | — | — | — | 0.8 | |
| FCRNall+filts2018.03 | 83 | 92 | 76 | — | — | — | — | — | — | — | — | |
| CTPN2018.01 | 82.15 | — | — | — | — | — | — | — | — | 87.69 | — | |
| TextBoxesEvaluation protocol=Deteval, Multi-scale=false2018.02 | 81 | 88 | 74 | — | — | — | — | — | — | — | 11 | |
| TextBoxesmulti-scale=false2018.03 | 81 | 88 | 74 | — | — | — | — | — | — | — | — | |
| Baselinemulti-scale=false2018.03 | 81 | 88 | 74 | — | — | — | — | — | — | — | — | |
| RRDmulti-scale=false2018.03 | 81 | 88 | 75 | — | — | — | — | — | — | — | — | |
| TextBoxesmulti-scale test=false2018.11 | 81 | 88 | 74 | — | — | — | — | — | — | — | — | |
| RRDmulti-scale test=false2018.11 | 81 | 88 | 75 | — | — | — | — | — | — | — | — | |
| Zhang et al. [62]2016.06 | 80 | 88 | 74 | — | — | — | — | — | — | — | — | |
| Tian et al.2016.06 | 80 | 85 | 76 | — | — | — | — | — | — | — | — | |
| Zhang et al. [29]evaluation protocol=Deteval, FPS=<0.12017.03 | 80 | 88 | 74 | — | — | — | — | — | — | — | — | |
| Zhang et al.Evaluation protocol=Deteval, Multi-scale=false2018.02 | 80 | 88 | 74 | — | — | — | — | — | — | — | 0.02 | |
| R2CNN2018.01 | 79.68 | — | — | — | — | — | — | — | — | 87.73 | — | |
| Lu et al.2016.06 | 78 | 89 | 70 | — | — | — | — | — | — | — | — | |
| Neumann et al. [16]evaluation protocol=ICDAR 2013, FPS=32017.03 | 77.1 | 81.8 | 72.4 | — | — | — | — | — | — | — | — | |
| Neumann et al.Evaluation protocol=ICDAR2013, Multi-scale=false2018.02 | 77.1 | 81.8 | 72.4 | — | — | — | — | — | — | — | 3 | |
| iwrr20142016.06 | 77 | 86 | 70 | — | — | — | — | — | — | — | — | |
| Busta et al. [3]evaluation protocol=ICDAR 2013, FPS=62017.03 | 76.8 | 84 | 69.3 | — | — | — | — | — | — | — | — | |
| Jaderberg et al. [9]evaluation protocol=Deteval, FPS=<12017.03 | 76.8 | 88.5 | 67.8 | — | — | — | — | — | — | — | — | |
| FastextEvaluation protocol=ICDAR2013, Multi-scale=false2018.02 | 76.8 | 84 | 69.3 | — | — | — | — | — | — | — | 6 | |
| Neumann et al. [17]evaluation protocol=ICDAR 2013, FPS=32017.03 | 76.3 | 82.1 | 71.3 | — | — | — | — | — | — | — | — | |
| Neumann et al.Evaluation protocol=ICDAR2013, Multi-scale=false2018.02 | 76.3 | 82.1 | 71.3 | — | — | — | — | — | — | — | 3 | |
| USTB TexStar2016.06 | 76 | 88 | 66 | — | — | — | — | — | — | — | — | |
| Text Spotter2016.06 | 74 | 88 | 65 | — | — | — | — | — | — | — | — | |
| CASIA NLPR2016.06 | 73 | 79 | 68 | — | — | — | — | — | — | — | — | |
| Text Detector CASIA2016.06 | 72 | 85 | 63 | — | — | — | — | — | — | — | — | |
| I2R NUS FAR2016.06 | 72 | 75 | 69 | — | — | — | — | — | — | — | — | |
| I2R NUS2016.06 | 69 | 73 | 66 | — | — | — | — | — | — | — | — | |
| TH-TextLoc2016.06 | 67 | 70 | 65 | — | — | — | — | — | — | — | — | |
| BaselineTesting Scale=Single-scale2019.03 | — | — | — | — | — | 91.73 | — | — | — | 92.25 | — | |
| Corner-based Region Proposal Network (Ours)FPS=9.1, image_resize_short_side=6402018.04 | — | — | — | 83.9 | 91.9 | 87.6 | 84 | 92.1 | 87.9 | — | — | |
| CTPNTime(s)=0.142017.09 | — | — | — | 73 | 93 | 82 | 83 | 93 | 88 | — | — | |
| CTPNTesting Scale=Single-scale2019.03 | — | — | — | — | — | 85 | — | — | — | 86 | — | |
| CTPNFPS=7.12018.04 | — | — | — | 73 | 93 | 82 | 82 | 93 | 88 | — | — | |
| DDRTesting Scale=Single-scale2019.03 | — | — | — | — | — | — | — | — | — | 86 | — | |
| DeepTextFPS=0.62018.04 | — | — | — | 83 | 87 | 85 | — | — | — | — | — | |
| FASTextTime(s)=0.152017.09 | — | — | — | 69 | 84 | 77 | — | — | — | — | — | |
| FASTextFPS=6.72018.04 | — | — | — | 69.3 | 84 | 76.8 | — | — | — | — | — | |
| FCRNTime(s)=1.272017.09 | — | — | — | 76 | 94 | 84 | 76 | 92 | 83 | — | — | |
| FCRNFPS=0.82018.04 | — | — | — | 76.4 | 93.8 | 84.2 | 75.5 | 92 | 83 | — | — | |
| FENTesting Scale=Multi-scale2019.03 | — | — | — | — | — | 91.6 | — | — | — | 92.3 | — |