Text Detection on MSRA-TD500
91.5PrecisionDB
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DBBackbone=ResNet-50, Input Height=7362019.11 | 91.5 | 79.2 | 84.9 | 32 | |
| DBBackbone=ResNet-18, Input Height=7362019.11 | 90.4 | 76.3 | 82.8 | 62 | |
| ABCNet v22021.05 | 89.4 | 81.3 | 85.2 | — | |
| EAST + VLPT-STDPre-training=Ours (VLPT-STD)2022.04 | 88.5 | 76.7 | 82.2 | — | |
| CRAFT2019.11 | 88.2 | 78.2 | 82.9 | 8.6 | |
| CRAFTVenue=CVPR-20192019.11 | 88.2 | 78.2 | 82.9 | — | |
| CRAFT2021.05 | 88.2 | 78.2 | 82.9 | — | |
| CRAFT2022.04 | 88.2 | 78.2 | 82.9 | — | |
| DRRN2021.05 | 88.1 | 82.3 | 85.1 | — | |
| MCN2019.11 | 88 | 79 | 83 | — | |
| MCNExternal Data Pre-training=true, Venue=CVPR'182019.08 | 88 | 79 | 83 | — | |
| Corner2019.11 | 87.6 | 76.2 | 81.5 | 5.7 | |
| Lyu et al.Venue=CVPR-20182019.11 | 87.6 | 76.2 | 81.5 | — | |
| Lyu et al.External Data Pre-training=true, Venue=CVPR'182019.08 | 87.6 | 76.2 | 81.5 | 5.7 | |
| Xue, Lu, and Zhang 20192019.11 | 87.4 | 76.7 | 81.7 | — | |
| MSR2021.05 | 87.4 | 76.7 | 81.7 | — | |
| TextField2021.05 | 87.4 | 75.9 | 81.3 | — | |
| TextField2022.04 | 87.4 | 75.9 | 81.3 | — | |
| EASTVenue=CVPR-2017, multi-scale testing=true2019.11 | 87.3 | 67.4 | 76.1 | — | |
| EASTExternal Data Pre-training=true, Venue=CVPR'172019.08 | 87.3 | 67.4 | 76.1 | 13.2 | |
| EAST2021.05 | 87.3 | 67.4 | 76.1 | — | |
| Zhou et al.FPS=13.22018.03 | 87 | 67 | 76 | — | |
| RRDFPS=102018.03 | 87 | 73 | 79 | — | |
| RRD2019.11 | 87 | 73 | 79 | 10 | |
| RRDVenue=CVPR-2018, multi-scale testing=true2019.11 | 87 | 73 | 79 | — | |
| RRDExternal Data Pre-training=true, Venue=CVPR'182019.08 | 87 | 73 | 79 | 10 | |
| EAST + STPre-training=SynthText2022.04 | 86.9 | 77.6 | 82 | — | |
| DB2021.05 | 86.6 | 77.7 | 81.9 | — | |
| SegLinkFPS=8.92017.03 | 86 | 70 | 77 | — | |
| Shi et al.FPS=8.92018.03 | 86 | 70 | 77 | — | |
| SegLinkVenue=CVPR-20172019.11 | 86 | 70 | 77 | — | |
| SegLinkExternal Data Pre-training=true, Venue=CVPR'172019.08 | 86 | 70 | 77 | 8.9 | |
| Seglink2021.05 | 86 | 70 | 77 | — | |
| SegLink2022.04 | 86 | 70 | 77 | — | |
| DBBackbone=ResNet-18, Input Height=5122019.11 | 85.7 | 73.2 | 79 | 82 | |
| Mask TTD2021.05 | 85.7 | 81.1 | 83.3 | — | |
| ATTR2021.05 | 85.2 | 82.1 | 83.6 | — | |
| EAST + STKMPre-training=STKM2022.04 | 85.2 | 75.3 | 80 | — | |
| PANExternal Data Pre-training=true2019.08 | 84.4 | 83.8 | 84.1 | 30.2 | |
| PANexternal_data=true2019.08 | 84.4 | 83.8 | 84.1 | 30.2 | |
| PAN2021.05 | 84.4 | 83.8 | 84.1 | — | |
| SAE2019.11 | 84.2 | 81.7 | 82.9 | — | |
| UHTBackbone=V162019.11 | 84.2 | 76.2 | 80 | — | |
| TextSnake2021.05 | 84.2 | 81.7 | 82.9 | — | |
| LSE2021.05 | 84.2 | 81.7 | 82.9 | — | |
| TextSnake2019.11 | 83.2 | 73.9 | 78.3 | 1.1 | |
| TextSnakeVenue=ECCV-20182019.11 | 83.2 | 73.9 | 78.3 | — | |
| UHTBackbone=R502019.11 | 83.2 | 77 | 80 | — | |
| TextSnakeExternal Data Pre-training=true, Venue=ECCV'182019.08 | 83.2 | 73.9 | 78.3 | 1.1 | |
| CTD+TLOC2021.05 | 83.2 | 73.9 | 78.3 | — | |
| Zhang et al.2016.06 | 83 | 67 | 74 | — | |
| Zhang et al.FPS=0.482017.03 | 83 | 67 | 74 | — | |
| Zhang et al.FPS=0.482018.03 | 83 | 67 | 74 | — | |
| PixelLink2019.11 | 83 | 73.2 | 77.8 | 3 | |
| Xue, Lu, and Zhan 20182019.11 | 83 | 77.4 | 80.1 | — | |
| Zhang et al.Venue=CVPR-20162019.11 | 83 | 67 | 74 | — | |
| PixelLinkVenue=AAAI-2018, multi-scale testing=true2019.11 | 83 | 73.2 | 77.8 | — | |
| PixelLinkExternal Data Pre-training=true, Venue=AAAI'182019.08 | 83 | 73.2 | 77.8 | 3 | |
| RRPN2019.11 | 82 | 68 | 74 | — | |
| RRPNExternal Data Pre-training=false, Venue=TMM'182019.08 | 82 | 68 | 74 | — | |
| Yin et al. [59]2016.06 | 81 | 63 | 71 | — | |
| Yin et al. [27]FPS=0.712017.03 | 81 | 63 | 74 | — | |
| PANExternal Data Pre-training=false2019.08 | 80.7 | 77.3 | 78.9 | 30.2 | |
| PANexternal_data=false2019.08 | 80.7 | 77.3 | 78.9 | 30.2 | |
| Baseline+incInception block=true, FPS=10.62018.03 | 79 | 69 | 74 | — | |
| Yao et al. [26]FPS=~1.612017.03 | 77 | 75 | 76 | — | |
| He et al.FPS=1.12018.03 | 77 | 70 | 74 | — | |
| DeepReg2019.11 | 77 | 70 | 74 | 1.1 | |
| He et al.Venue=CVPR-20172019.11 | 77 | 70 | 74 | — | |
| DeepRegExternal Data Pre-training=false, Venue=ICCV'172019.08 | 77 | 70 | 74 | 1.1 | |
| DeepReg2021.05 | 77 | 70 | 74 | — | |
| Holistic, Multi-Channel Prediction2016.06 | 76.51 | 75.31 | 75.91 | — | |
| Kang et al.2016.06 | 71 | 62 | 66 | — | |
| Yin et al. [60]2016.06 | 71 | 61 | 66 | — | |
| Kang et al.2017.03 | 71 | 62 | 66 | — | |
| Yin et al. [28]FPS=1.252017.03 | 71 | 61 | 65 | — | |
| He et al. 2016b2019.11 | 71 | 61 | 69 | — | |
| He et al.2021.05 | 71 | 61 | 69 | — | |
| Unified2016.06 | 64 | 62 | 61 | — | |
| TD-Mixture2016.06 | 63 | 63 | 60 | — | |
| Yao et al. [25]FPS=0.142017.03 | 63 | 63 | 60 | — | |
| TD-ICDAR2016.06 | 53 | 52 | 50 | — | |
| Epshtein et al.2016.06 | 25 | 25 | 25 | — | |
| Chen et al.2016.06 | 5 | 5 | 5 | — |