TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK
Unsupervised Video Object Segmentation	DAVIS 2017 (val)	ALBA	J&F	58.4	# 4
Unsupervised Video Object Segmentation	DAVIS 2017 (val)	ALBA	Jaccard (Mean)	56.6	# 4
Unsupervised Video Object Segmentation	DAVIS 2017 (val)	ALBA	Jaccard (Recall)	63.4	# 4
Unsupervised Video Object Segmentation	DAVIS 2017 (val)	ALBA	Jaccard (Decay)	7.7	# 7
Unsupervised Video Object Segmentation	DAVIS 2017 (val)	ALBA	F-measure (Mean)	60.2	# 4
Unsupervised Video Object Segmentation	DAVIS 2017 (val)	ALBA	F-measure (Recall)	63.1	# 4
Unsupervised Video Object Segmentation	DAVIS 2017 (val)	ALBA	F-measure (Decay)	7.9	# 6
Unsupervised Video Object Segmentation	FBMS	ALBA	Jaccard (Mean)	77.6	# 1

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ALBA : Reinforcement Learning for Video Object Segmentation

26 May 2020 • Shreyank N Gowda • Panagiotis Eustratiadis • Timothy Hospedales • Laura Sevilla-Lara

We consider the challenging problem of zero-shot video object segmentation (VOS). That is, segmenting and tracking multiple moving objects within a video fully automatically, without any manual initialization... (read more)

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kini5gowda/ALBA-RL-for-VOS

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SEMANTIC SEGMENTATION

UNSUPERVISED VIDEO OBJECT SEGMENTATION

VIDEO OBJECT SEGMENTATION

VIDEO SEMANTIC SEGMENTATION

YOUTUBE-VOS

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FBMS

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Ranked #1 on Unsupervised Video Object Segmentation on FBMS

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TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK	BENCHMARK
Unsupervised Video Object Segmentation	DAVIS 2017 (val)	ALBA	J&F	58.4	# 4	Compare
			Jaccard (Mean)	56.6	# 4	Compare
			Jaccard (Recall)	63.4	# 4	Compare
			Jaccard (Decay)	7.7	# 7	Compare
			F-measure (Mean)	60.2	# 4	Compare
			F-measure (Recall)	63.1	# 4	Compare
			F-measure (Decay)	7.9	# 6	Compare
Unsupervised Video Object Segmentation	FBMS	ALBA	Jaccard (Mean)	77.6	# 1	Compare

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