Referring Expression Segmentation on J-HMDB

Metric: Precision@0.8 (higher is better)

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#	Model↕	Precision@0.8▼	Extra Data	Paper	Date↕	Code
1	SgMg (Video-Swin-B)	0.225	Yes	Spectrum-guided Multi-granularity Referring Vide...	2023-07-25	Code
2	SOC (Video-Swin-B)	0.213	Yes	SOC: Semantic-Assisted Object Cluster for Referr...	2023-05-26	Code
3	VLIDE	0.182	No	Deeply Interleaved Two-Stream Encoder for Referr...	2022-03-30	-
4	SOC (Video-Swin-T)	0.179	No	SOC: Semantic-Assisted Object Cluster for Referr...	2023-05-26	Code
5	HINet	0.168	No	-	-	-
6	MTTR (w=10)	0.166	No	End-to-End Referring Video Object Segmentation w...	2021-11-29	Code
7	ClawCraneNet	0.147	No	ClawCraneNet: Leveraging Object-level Relation f...	2021-03-19	-
8	MTTR (w=8)	0.144	No	End-to-End Referring Video Object Segmentation w...	2021-11-29	Code
9	CMSA+CFSA	0.09	No	Referring Segmentation in Images and Videos with...	2021-02-09	-
10	RefVOS	0.088	No	-	-	-
11	Hui et al.	0.076	No	Collaborative Spatial-Temporal Modeling for Lang...	2021-05-14	-
12	CMPC-V	0.07	No	Cross-Modal Progressive Comprehension for Referr...	2021-05-15	Code
13	PRPE	0.06	No	-	-	-
14	Li et al.	0.06	No	-	-	-
15	VT-Capsule	0.051	No	-	-	-
16	CMDy	0.047	No	-	-	-
17	AAMN	0.044	No	Actor and Action Modular Network for Text-based ...	2020-11-02	-
18	ACGA	0.034	No	-	-	Code
19	Gavrilyuk et al. (Optical flow)	0.03	No	Actor and Action Video Segmentation from a Sente...	2018-03-20	Code
20	Gavrilyuk et al.	0.014	No	Actor and Action Video Segmentation from a Sente...	2018-03-20	Code
21	Hu et al.	0.002	No	Segmentation from Natural Language Expressions	2016-03-20	Code