Scene Text Detection on MSRA-TD500
92.3PrecisionMixNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MixNetBackbone=FSNet_S2023.08 | 92.3 | 84.6 | 88.3 | |
| FAST-B-736Backbone=TextNet-B, External Data=true, Shorter Side=736, FPS=56.82021.11 | 92.1 | 83 | 87.3 | |
| FASTBackbone=NAS-based2023.08 | 92.1 | 83 | 87.3 | |
| FAST-S-736Backbone=TextNet-S, External Data=true, Shorter Side=736, FPS=72.02021.11 | 91.6 | 81.7 | 86.4 | |
| DBBackbone=ResNet50, External Data=true, FPS=32.02021.11 | 91.5 | 79.2 | 84.9 | |
| DB++Backbone=ResNet50, External Data=true, FPS=29.02021.11 | 91.5 | 83.3 | 87.2 | |
| DBBackbone=ResNet50-DCN2023.08 | 91.5 | 79.2 | 84.9 | |
| DB++Backbone=ResNet50-DCN2023.08 | 91.5 | 83.3 | 87.2 | |
| FAST-T-512Backbone=TextNet-T, External Data=true, Shorter Side=512, FPS=137.22021.11 | 91.1 | 78.8 | 84.5 | |
| MixNetBackbone=FSNet_M2023.08 | 90.7 | 88.1 | 89.4 | |
| ReLaTextBackbone=ResNet50, External Data=false, FPS=8.32021.11 | 90.5 | 83.2 | 86.7 | |
| DBBackbone=ResNet18, External Data=true, FPS=62.02021.11 | 90.4 | 76.3 | 82.8 | |
| SBDBackbone=ResNet50, External Data=false, FPS=3.22021.11 | 89.6 | 80.5 | 84.8 | |
| CRAFTBackbone=VGG16, External Data=true, FPS=8.62021.11 | 88.2 | 78.2 | 82.9 | |
| CRAFTBackbone=ResNet502023.08 | 88.2 | 78.2 | 82.9 | |
| FAST-T-736Backbone=TextNet-T, External Data=true, Shorter Side=736, FPS=79.62021.11 | 88.1 | 81.9 | 84.9 | |
| DRRGBackbone=VGG16, External Data=false2021.11 | 88 | 82.3 | 85.1 | |
| DB++Backbone=ResNet18, External Data=false, FPS=55.02021.11 | 87.9 | 82.5 | 85.1 | |
| CornerBackbone=VGG16, External Data=true, FPS=5.72021.11 | 87.6 | 76.2 | 81.5 | |
| TextFieldBackbone=VGG16, External Data=false, FPS=5.22021.11 | 87.4 | 75.9 | 81.3 | |
| EASTBackbone=PVANet, External Data=false, FPS=13.22021.11 | 87.3 | 67.4 | 76.1 | |
| ABPNetBackbone=ResNet50, External Data=true, FPS=12.32021.11 | 86.6 | 84.5 | 85.6 | |
| PAN++Backbone=ResNet18, External Data=true, FPS=32.52021.11 | 85.3 | 84 | 84.7 | |
| PANBackbone=ResNet18, External Data=true, FPS=30.22021.11 | 84.4 | 83.8 | 84.1 | |
| PANBackbone=ResNet182023.08 | 84.4 | 83.8 | 84.1 | |
| SAEBackbone=ResNet50, External Data=true, FPS=3.02021.11 | 84.2 | 81.7 | 82.9 | |
| TextSnakeBackbone=VGG16, External Data=true, FPS=1.12021.11 | 83.2 | 73.9 | 78.3 | |
| PixelLinkBackbone=VGG16, External Data=true, FPS=3.02021.11 | 83 | 73.2 | 77.8 |