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ResearchFormerly WizWand

Scene Text Detection on MSRA-TD500

92.3PrecisionMixNet
82.62885.13987.6590.161Nov 3, 2021Feb 20, 2022Jun 10, 2022Sep 28, 2022Jan 15, 2023May 5, 2023Aug 23, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MixNetBackbone=FSNet_S2023.0892.384.688.3
FAST-B-736Backbone=TextNet-B, External Data=true, Shorter Side=736, FPS=56.82021.1192.18387.3
FASTBackbone=NAS-based2023.0892.18387.3
FAST-S-736Backbone=TextNet-S, External Data=true, Shorter Side=736, FPS=72.02021.1191.681.786.4
DBBackbone=ResNet50, External Data=true, FPS=32.02021.1191.579.284.9
DB++Backbone=ResNet50, External Data=true, FPS=29.02021.1191.583.387.2
DBBackbone=ResNet50-DCN2023.0891.579.284.9
DB++Backbone=ResNet50-DCN2023.0891.583.387.2
FAST-T-512Backbone=TextNet-T, External Data=true, Shorter Side=512, FPS=137.22021.1191.178.884.5
MixNetBackbone=FSNet_M2023.0890.788.189.4
ReLaTextBackbone=ResNet50, External Data=false, FPS=8.32021.1190.583.286.7
DBBackbone=ResNet18, External Data=true, FPS=62.02021.1190.476.382.8
SBDBackbone=ResNet50, External Data=false, FPS=3.22021.1189.680.584.8
CRAFTBackbone=VGG16, External Data=true, FPS=8.62021.1188.278.282.9
CRAFTBackbone=ResNet502023.0888.278.282.9
FAST-T-736Backbone=TextNet-T, External Data=true, Shorter Side=736, FPS=79.62021.1188.181.984.9
DRRGBackbone=VGG16, External Data=false2021.118882.385.1
DB++Backbone=ResNet18, External Data=false, FPS=55.02021.1187.982.585.1
CornerBackbone=VGG16, External Data=true, FPS=5.72021.1187.676.281.5
TextFieldBackbone=VGG16, External Data=false, FPS=5.22021.1187.475.981.3
EASTBackbone=PVANet, External Data=false, FPS=13.22021.1187.367.476.1
ABPNetBackbone=ResNet50, External Data=true, FPS=12.32021.1186.684.585.6
PAN++Backbone=ResNet18, External Data=true, FPS=32.52021.1185.38484.7
PANBackbone=ResNet18, External Data=true, FPS=30.22021.1184.483.884.1
PANBackbone=ResNet182023.0884.483.884.1
SAEBackbone=ResNet50, External Data=true, FPS=3.02021.1184.281.782.9
TextSnakeBackbone=VGG16, External Data=true, FPS=1.12021.1183.273.978.3
PixelLinkBackbone=VGG16, External Data=true, FPS=3.02021.118373.277.8