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Unsupervised Facial Landmark Detection On 5

Metrics

NME

Results

Performance results of various models on this benchmark

		Paper Title	Repository
LMDIS-REP	40.82	Unsupervised Discovery of Object Landmarks as Structural Representations
ULD	31.3	Unsupervised learning of object landmarks by factorized spatial embeddings
DFF	31.30	Deep Feature Factorization For Concept Discovery
SCOPS	15.01	SCOPS: Self-Supervised Co-Part Segmentation
UPSDAS	12.26	Unsupervised Part Segmentation through Disentangling Appearance and Shape	-
Lorenz2019unsupervised	11.41	Unsupervised Part-Based Disentangling of Object Shape and Appearance
IMM	8.74	Unsupervised Learning of Object Landmarks through Conditional Image Generation
GANSeg	6.18	GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation
AutoLink	5.24	AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints

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Unsupervised Facial Landmark Detection On 5 | SOTA | HyperAI