Video Object Segmentation on DAVIS 2016 val

Metric: F (higher is better)

LeaderboardDataset

Loading chart...

Results

Hide extra data

#	Model↕	F▼	Extra Data	Paper	Date↕	Code
1	DEVA (DIS)	90.2	Yes	Tracking Anything with Decoupled Video Segmentat...	2023-09-07	Code
2	GSANet	89.6	No	Guided Slot Attention for Unsupervised Video Obj...	2023-03-15	Code
3	FakeFlow	89	No	Improving Unsupervised Video Object Segmentation...	2024-07-16	-
4	DPA	88.4	No	Dual Prototype Attention for Unsupervised Video ...	2022-11-22	Code
5	TMO (MiT-b1)	87.8	No	Treating Motion as Option to Reduce Motion Depen...	2022-09-04	Code
6	AMP	87.5	No	Adaptive Multi-source Predictor for Zero-shot Vi...	2023-03-18	Code
7	IMP	86.7	No	Iteratively Selecting an Easy Reference Frame Ma...	2021-12-23	-
8	TMO (RN-101)	86.6	No	Treating Motion as Option to Reduce Motion Depen...	2022-09-04	Code
9	DLDA	86.6	Yes	Self-supervised Video Object Segmentation with D...	2024-01-25	-
10	D2Conv3D	86.5	No	-	-	Code
11	PMN	86.4	No	Unsupervised Video Object Segmentation via Proto...	2022-09-08	Code
12	TransportNet	85	No	-	-	-
13	RTNet	84.7	No	-	-	Code
14	3DC-Seg	84.7	No	Making a Case for 3D Convolutions for Object Seg...	2020-08-26	Code
15	AMC-Net	84.6	No	-	-	Code
16	FSNet	83.1	No	Full-Duplex Strategy for Video Object Segmentation	2021-08-06	Code
17	DFNet	81.8	No	Learning Discriminative Feature with CRF for Uns...	2020-08-04	-
18	MATNet	80.7	No	Motion-Attentive Transition for Zero-Shot Video ...	2020-03-09	Code
19	WCS-Net	80.7	No	-	-	-
20	AD-Net	80.5	No	Anchor Diffusion for Unsupervised Video Object S...	2019-10-24	Code
21	COSNet	79.4	No	See More, Know More: Unsupervised Video Object S...	2020-01-19	Code
22	AGNN	79.1	No	Zero-Shot Video Object Segmentation via Attentiv...	2020-01-19	Code
23	AGS	77.4	No	-	-	Code
24	PDB	74.5	No	-	-	-
25	F2Net	54.4	No	F2Net: Learning to Focus on the Foreground for U...	2020-12-04	-