Referring Expression Segmentation on A2D Sentences

Metric: Precision@0.5 (higher is better)

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#	Model↕	Precision@0.5▼	Extra Data	Paper	Date↕	Code
1	SOC (Video-Swin-B)	0.851	Yes	SOC: Semantic-Assisted Object Cluster for Referr...	2023-05-26	Code
2	SgMg (Video-Swin-B)	0.843	Yes	Spectrum-guided Multi-granularity Referring Vide...	2023-07-25	Code
3	ReferFormer (Video-Swin-B)	0.831	Yes	Language as Queries for Referring Video Object S...	2022-01-03	Code
4	SOC (Video-Swin-T)	0.79	No	SOC: Semantic-Assisted Object Cluster for Referr...	2023-05-26	Code
5	MTTR (w=10)	0.754	No	End-to-End Referring Video Object Segmentation w...	2021-11-29	Code
6	MANET	0.734	No	Multi-Attention Network for Compressed Video Ref...	2022-07-26	Code
7	MTTR (w=8)	0.721	No	End-to-End Referring Video Object Segmentation w...	2021-11-29	Code
8	Locater	0.709	No	Local-Global Context Aware Transformer for Langu...	2022-03-18	Code
9	ClawCraneNet	0.704	No	ClawCraneNet: Leveraging Object-level Relation f...	2021-03-19	-
10	VLIDE	0.702	No	Deeply Interleaved Two-Stream Encoder for Referr...	2022-03-30	-
11	AAMN	0.681	No	Actor and Action Modular Network for Text-based ...	2020-11-02	-
12	CMPC-V (I3D)	0.655	No	Cross-Modal Progressive Comprehension for Referr...	2021-05-15	Code
13	Hui et al.	0.654	No	Collaborative Spatial-Temporal Modeling for Lang...	2021-05-14	-
14	mmmmtbvs	0.645	No	Modeling Motion with Multi-Modal Features for Te...	2022-04-06	Code
15	PRPE	0.634	No	-	-	-
16	HINet	0.611	No	-	-	-
17	CMDy	0.607	No	-	-	-
18	CMPC-V (R2D)	0.59	No	Cross-Modal Progressive Comprehension for Referr...	2021-05-15	Code
19	RefVOS	0.578	No	-	-	-
20	ACGA	0.557	No	-	-	Code
21	VT-Capsule	0.526	No	-	-	-
22	Gavriluyk el al. (Optical flow)	0.5	No	Actor and Action Video Segmentation from a Sente...	2018-03-20	Code
23	RefVOS	0.495	No	RefVOS: A Closer Look at Referring Expressions f...	2020-10-01	Code
24	CMSA+CFSA	0.487	No	Referring Segmentation in Images and Videos with...	2021-02-09	-
25	Gavriluyk el al.	0.475	No	Actor and Action Video Segmentation from a Sente...	2018-03-20	Code
26	Li et al.	0.387	No	-	-	-
27	Hu et al.	0.348	No	Segmentation from Natural Language Expressions	2016-03-20	Code