Video on YouTube-Objects

Metric: J (higher is better)

LeaderboardDataset

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#	Model↕	J▼	Extra Data	Paper	Date↕	Code
1	FakeFlow	75.1	No	Improving Unsupervised Video Object Segmentation...	2024-07-16	-
2	AMP	75	No	Adaptive Multi-source Predictor for Zero-shot Vi...	2023-03-18	Code
3	DPA	73.7	No	Dual Prototype Attention for Unsupervised Video ...	2022-11-22	Code
4	TMO++ (MiT-b1, MS)	73.5	No	Treating Motion as Option with Output Selection ...	2023-09-26	Code
5	TMO++ (RN-101)	73.1	No	Treating Motion as Option with Output Selection ...	2023-09-26	Code
6	TMO++ (MiT-b1)	73	No	Treating Motion as Option with Output Selection ...	2023-09-26	Code
7	TMO (RN-101)	71.5	No	Treating Motion as Option to Reduce Motion Depen...	2022-09-04	Code
8	AMC-Net	71.1	No	-	-	Code
9	TMO (MiT-b1)	71.1	No	Treating Motion as Option to Reduce Motion Depen...	2022-09-04	Code
10	AGNN	70.8	No	Zero-Shot Video Object Segmentation via Attentiv...	2020-01-19	Code
11	COSNet	70.5	No	See More, Know More: Unsupervised Video Object S...	2020-01-19	Code
12	WCS-Net	70.5	No	-	-	-
13	RTNet	70.1	No	-	-	Code
14	AGS	69.7	No	-	-	Code
15	MATNet	69	No	Motion-Attentive Transition for Zero-Shot Video ...	2020-03-09	Code
16	PDB	65.5	No	-	-	-

#1FakeFlowSOTA
75.1
J· 2024-07-16
Improving Unsupervised Video Object Segmentation via Fake Flow Generation
#2AMPSOTA
75
J· 2023-03-18
Adaptive Multi-source Predictor for Zero-shot Video Object Segmentation Code
#3DPASOTA
73.7
J· 2022-11-22
Dual Prototype Attention for Unsupervised Video Object Segmentation Code
#4TMO++ (MiT-b1, MS)
73.5
J· 2023-09-26
Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation Code
#5TMO++ (RN-101)
73.1
J· 2023-09-26
Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation Code
#6TMO++ (MiT-b1)
73
J· 2023-09-26
Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation Code
#7TMO (RN-101)SOTA
71.5
J· 2022-09-04
Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object Segmentation Code
#8AMC-Net
71.1
J
No paperCode
#9TMO (MiT-b1)
71.1
J· 2022-09-04
Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object Segmentation Code
#10AGNNSOTA
70.8
J· 2020-01-19
Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks Code
#11COSNet
70.5
J· 2020-01-19
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks Code
#12WCS-Net
70.5
J
No paper
#13RTNet
70.1
J
No paperCode
#14AGS
69.7
J
No paperCode
#15MATNet
69
J· 2020-03-09
Motion-Attentive Transition for Zero-Shot Video Object Segmentation Code
#16PDB
65.5
J
No paper