Text Detection on CTW1500 (test)
89.2PrecisionLOMO
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LOMOExternal Data (Ext)=false2020.04 | 89.2 | 69.6 | 78.4 | 4.4 | |
| LOMO2022.03 | 89.2 | 69.6 | 78.4 | — | |
| LOMOexternal dataset pretrain=true, end-to-end spotting training=false2021.10 | 89.2 | 69.6 | 78.4 | 4.4 | |
| LOMOBackbone=ResNet50, External Data=true, FPS=4.42021.11 | 89.2 | 69.6 | 78.4 | — | |
| Text Perceptronmode=2-stage2020.02 | 88.7 | 78.2 | 83.1 | — | |
| TPSNetexternal dataset pretrain=true, end-to-end spotting training=true2021.10 | 88.7 | 86.3 | 87.5 | 17.9 | |
| DBNet++Backbone=ResNet-50, Input height=10242022.02 | 88.5 | 82 | 85.1 | 21 | |
| DB++Backbone=ResNet50, External Data=true, FPS=212021.11 | 88.5 | 82 | 85.1 | — | |
| I3CL + SSLVenue=-, Backbone=Res502021.08 | 88.4 | 84.6 | 86.5 | — | |
| CT-640external training data=true, resolution=6402021.07 | 88.3 | 79.9 | 83.9 | 40.8 | |
| Feature Sampling and Groupingrepresentation=Bezier2022.03 | 88.1 | 82.4 | 85.2 | — | |
| TPSNetexternal dataset pretrain=false, end-to-end spotting training=false2021.10 | 88.1 | 83.7 | 85.9 | 17.9 | |
| DBNet++Backbone=ResNet-50, Input height=8002022.02 | 87.9 | 82.8 | 85.3 | 26 | |
| CT-512external training data=true, resolution=5122021.07 | 87.8 | 79 | 83.2 | 59.8 | |
| TextFuseNetBackbone=ResNet101, External Data=true, FPS=3.72021.11 | 87.8 | 85.4 | 86.6 | — | |
| FAST-BBackbone=TextNet-B, External Data=true, Resolution=640, FPS=66.52021.11 | 87.8 | 80.9 | 84.2 | — | |
| CT-320external training data=true, resolution=3202021.07 | 87.7 | 74.7 | 80.7 | 107.2 | |
| TPSNetexternal dataset pretrain=true, end-to-end spotting training=false2021.10 | 87.7 | 85.1 | 86.4 | 17.9 | |
| FCENetVenue=CVPR'21, Backbone=Res50-DCN2021.08 | 87.6 | 83.4 | 85.5 | — | |
| FCENetexternal dataset pretrain=false, end-to-end spotting training=false2021.10 | 87.6 | 83.4 | 85.5 | — | |
| Text Perceptronmode=End-to-end2020.02 | 87.5 | 81.9 | 84.6 | — | |
| TextPerceptionVenue=AAAI'20, Backbone=Res502021.08 | 87.5 | 81.9 | 84.6 | — | |
| I3CLVenue=-, Backbone=Res502021.08 | 87.4 | 84.5 | 85.9 | — | |
| PCRVenue=CVPR 21, Backbone=DLA342021.08 | 87.2 | 82.3 | 84.7 | — | |
| PCRexternal dataset pretrain=true, end-to-end spotting training=false2021.10 | 87.2 | 82.3 | 84.7 | 11.8 | |
| PAN++Backbone=ResNet18, External Data=true, FPS=362021.11 | 87.1 | 81.1 | 84 | — | |
| CRNetVenue=MM'20, Backbone=Res502021.08 | 87 | 80.9 | 83.8 | — | |
| DBBackbone=ResNet-50, Input height=1024, FPS=222019.11 | 86.9 | 80.2 | 83.4 | — | |
| DBexternal training data=true, venue=AAAI'202021.07 | 86.9 | 80.2 | 83.4 | 22 | |
| DBNetBackbone=ResNet-50, Input height=10242022.02 | 86.9 | 80.2 | 83.4 | 22 | |
| DB2022.03 | 86.9 | 80.2 | 83.4 | — | |
| DBVenue=AAAI'20, Backbone=Res50-DCN2021.08 | 86.9 | 80.2 | 83.4 | — | |
| DBexternal dataset pretrain=true, end-to-end spotting training=false2021.10 | 86.9 | 80.2 | 83.4 | 22 | |
| DBBackbone=ResNet50, External Data=true, FPS=222021.11 | 86.9 | 80.2 | 83.4 | — | |
| DBNet++Backbone=ResNet-18, Input height=10242022.02 | 86.7 | 81.3 | 83.9 | 40 | |
| DB++Backbone=ResNet18, External Data=true, FPS=402021.11 | 86.7 | 81.3 | 83.9 | — | |
| TextBPN2022.03 | 86.5 | 83.6 | 85 | — | |
| BPNexternal dataset pretrain=true, end-to-end spotting training=false2021.10 | 86.5 | 83.6 | 85 | 12.2 | |
| ABPNetBackbone=ResNet50, External Data=true, FPS=12.22021.11 | 86.5 | 83.6 | 85 | — | |
| PANexternal training data=true, venue=ICCV'192021.07 | 86.4 | 81.2 | 83.7 | 39.8 | |
| PAN2022.02 | 86.4 | 81.2 | 83.7 | 39.8 | |
| PAN2022.03 | 86.4 | 81.2 | 83.7 | — | |
| PANVenue=ICCV'19, Backbone=Res182021.08 | 86.4 | 81.2 | 83.7 | — | |
| PANexternal dataset pretrain=true, end-to-end spotting training=false2021.10 | 86.4 | 81.2 | 83.7 | 39.8 | |
| PANBackbone=ResNet18, External Data=true, FPS=39.82021.11 | 86.4 | 81.2 | 83.7 | — | |
| ReLaTextBackbone=ResNet50, External Data=true, FPS=10.62021.11 | 86.2 | 83.3 | 84.8 | — | |
| CRAFTExternal Data (Ext)=true2020.04 | 86 | 81.1 | 83.5 | — | |
| CRAFTexternal training data=true, venue=CVPR'192021.07 | 86 | 81.1 | 83.5 | — | |
| CRAFT2022.03 | 86 | 81.1 | 83.5 | — | |
| CRAFTVenue=CVPR'19, Backbone=VGG162021.08 | 86 | 81.1 | 83.5 | — | |
| CRAFTexternal dataset pretrain=true, end-to-end spotting training=false2021.10 | 86 | 81.1 | 83.5 | — | |
| CRAFTBackbone=VGG16, External Data=true, FPS=7.62021.11 | 86 | 81.1 | 83.5 | — | |
| DRRGexternal training data=true, venue=CVPR'202021.07 | 85.9 | 83 | 84.5 | — | |
| DRRG2022.03 | 85.9 | 83 | 84.5 | — | |
| DGGRVenue=CVPR 20, Backbone=VGG162021.08 | 85.9 | 83 | 84.5 | — | |
| DRRGNexternal dataset pretrain=true, end-to-end spotting training=false2021.10 | 85.9 | 83 | 84.5 | — | |
| TextFuseNetVenue=IJCAI 20, Backbone=Res502021.08 | 85.8 | 85 | 85.4 | — | |
| LOMOExternal Data (Ext)=true, Multi-scale testing=true2020.04 | 85.7 | 76.5 | 80.8 | — | |
| CT-320external training data=false, resolution=3202021.07 | 85.7 | 73.2 | 79 | 107.2 | |
| LOMOexternal training data=true, venue=CVPR'19, multi-scale testing=true2021.07 | 85.7 | 76.5 | 80.8 | — | |
| LOMOVenue=CVPR'19, Backbone=Res502021.08 | 85.7 | 76.5 | 80.8 | — | |
| FCENetBackbone=ResNet50, External Data=false2021.11 | 85.7 | 80.7 | 83.1 | — | |
| FAST-BBackbone=TextNet-B, External Data=true, Resolution=512, FPS=92.62021.11 | 85.7 | 80.2 | 82.9 | — | |
| ABCNetV2external dataset pretrain=true, end-to-end spotting training=true2021.10 | 85.6 | 83.8 | 84.7 | — | |
| FAST-SBackbone=TextNet-S, External Data=true, Resolution=512, FPS=112.92021.11 | 85.6 | 78.7 | 82 | — | |
| CT-640external training data=false, resolution=6402021.07 | 85.5 | 79.2 | 82.2 | 40.8 | |
| FAST-TBackbone=TextNet-T, External Data=true, Resolution=512, FPS=129.12021.11 | 85.5 | 77.9 | 81.5 | — | |
| SASTVenue=MM'19, Backbone=Res502021.08 | 85.3 | 77.1 | 81 | — | |
| SASTexternal dataset pretrain=true, end-to-end spotting training=false2021.10 | 85.3 | 77.1 | 81 | — | |
| CT-512external training data=false, resolution=5122021.07 | 85.2 | 78.4 | 81.7 | 59.8 | |
| MSRExternal Data (Ext)=false2020.04 | 85 | 78.3 | 81.5 | 4.3 | |
| MSRexternal training data=true, venue=IJCAI'192021.07 | 85 | 78.3 | 81.5 | — | |
| MSRVenue=IJCAI'19, Backbone=Res502021.08 | 85 | 78.3 | 81.5 | — | |
| MSRexternal dataset pretrain=true, end-to-end spotting training=false2021.10 | 85 | 78.3 | 81.5 | 4.3 | |
| PSENet-1sExternal Data=true, Backbone=ResNet-50, Output map scale=1/1, Inference scale=Single-scale2019.03 | 84.8 | 79.7 | 82.2 | 3.9 | |
| PSE-1sFPS=3.92019.11 | 84.8 | 79.7 | 82.2 | — | |
| DBBackbone=ResNet-18, Input height=1024, FPS=552019.11 | 84.8 | 77.5 | 81 | — | |
| PSENetExternal Data (Ext)=true2020.04 | 84.8 | 79.7 | 82.2 | 3.9 | |
| PSENet-1s2020.02 | 84.8 | 79.7 | 82.2 | — | |
| PSENetexternal training data=true, venue=CVPR'192021.07 | 84.8 | 79.7 | 82.2 | 3.9 | |
| PSENet-1s2022.02 | 84.8 | 79.7 | 82.2 | 3.9 | |
| DBNetBackbone=ResNet-18, Input height=10242022.02 | 84.8 | 77.5 | 81 | 55 | |
| PSE-Net2022.03 | 84.8 | 79.7 | 82.2 | — | |
| PSENetVenue=CVPR'19, Backbone=Res502021.08 | 84.8 | 79.7 | 82.2 | — | |
| PSENetexternal dataset pretrain=true, end-to-end spotting training=false2021.10 | 84.8 | 79.7 | 82.2 | 3.9 | |
| PSENetBackbone=ResNet50, External Data=true, FPS=3.92021.11 | 84.8 | 79.7 | 82.2 | — | |
| DBBackbone=ResNet18, External Data=true, FPS=552021.11 | 84.8 | 77.5 | 81 | — | |
| PANExternal Data (Ext)=false2020.04 | 84.6 | 77.7 | 81 | 39.8 | |
| PANexternal training data=false, venue=ICCV'192021.07 | 84.6 | 77.7 | 81 | 39.8 | |
| TextDragonVenue=ICCV'19, Backbone=VGG162021.08 | 84.5 | 82.8 | 83.6 | — | |
| ABCNetVenue=CVPR 20, Backbone=Res502021.08 | 84.4 | 78.5 | 81.4 | — | |
| DBNet++Backbone=ResNet-18, Input height=8002022.02 | 84.3 | 81 | 82.6 | 49 | |
| ContourNet2022.03 | 84.1 | 83.7 | 83.9 | — | |
| ContourNetExternal Data (Ext)=false2020.04 | 83.7 | 84.1 | 83.9 | 4.5 | |
| ContourNetVenue=CVPR 20, Backbone=Res502021.08 | 83.7 | 84.1 | 83.9 | — | |
| ContourNetexternal dataset pretrain=false, end-to-end spotting training=false2021.10 | 83.7 | 84.1 | 83.9 | 4.5 | |
| ContourNetBackbone=ResNet50, External Data=false, FPS=4.52021.11 | 83.7 | 84.1 | 83.9 | — | |
| TextFieldExternal Data (Ext)=true2020.04 | 83 | 79.8 | 81.4 | 6 | |
| TextField2020.02 | 83 | 79.8 | 81.4 | — | |
| TextField2022.03 | 83 | 79.8 | 81.4 | — |