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ResearchFormerly WizWand

Face Detection on DARK FACE (test)

52.9mAPFine-tuned DAI-Net
-1.5814412.5627826.70740.85122Dec 29, 2022Feb 23, 2023Apr 20, 2023Jun 16, 2023Aug 11, 2023Oct 6, 2023Dec 2, 2023
Updated 6mo ago

Evaluation results

MethodLinks
Fine-tuned DAI-NetCategory=Fully Supervised, Base Detector=DSFD, Source Domain=WIDER FACE2023.1252.9
Fine-tuned DSFDCategory=Fully Supervised, Base Detector=DSFD, Source Domain=WIDER FACE2023.1246
DAI-NetCategory=Zero-shot Adaptation, Base Detector=DSFD, Source Domain=WIDER FACE2023.1228
Sim-MinMaxCategory=Zero-shot Adaptation, Base Detector=DSFD, Source Domain=WIDER FACE2023.1225.7
CIConvCategory=Zero-shot Adaptation, Base Detector=DSFD, Source Domain=WIDER FACE2023.1218.4
SmallHardFaceCategory=Generalization, Base Detector=DSFD, Source Domain=WIDER FACE2023.1216.1
DSFDCategory=Generalization, Base Detector=DSFD, Source Domain=WIDER FACE2023.1216.1
PyramidBoxCategory=Generalization, Base Detector=DSFD, Source Domain=WIDER FACE2023.1212.5
SFACategory=Generalization, Base Detector=DSFD, Source Domain=WIDER FACE2023.129.3
SRNCategory=Generalization, Base Detector=DSFD, Source Domain=WIDER FACE2023.129
RetinaFaceCategory=Generalization, Base Detector=DSFD, Source Domain=WIDER FACE2023.128.6
SSHCategory=Generalization, Base Detector=DSFD, Source Domain=WIDER FACE2023.126.9
Faster-RCNNCategory=Generalization, Base Detector=DSFD, Source Domain=WIDER FACE2023.121.7
PECMode=Enhancer + Detector (Finetune)2022.120.677
ZeroDCEMode=Enhancer + Detector (Finetune)2022.120.665
SCIMode=Enhancer + Detector (Finetune)2022.120.663
MSECMode=Enhancer + Detector (Finetune)2022.120.659
LCDMode=Enhancer + Detector (Finetune)2022.120.654
LIMEMode=Enhancer + Detector (Finetune)2022.120.644
RUASMode=Enhancer + Detector (Finetune)2022.120.642
HLAMode=Enhancer + Detector (Finetune)2022.120.607
FECMode=Enhancer + Detector (Finetune)2022.120.603
MAETMode=Enhancer + Detector (Finetune)2022.120.526
REGMode=Enhancer + Detector (Finetune)2022.120.514