Referring Expression Segmentation on J-HMDB

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#	Model↕	AP▼	Extra Data	Paper	Date↕	Code
1	SgMg (Video-Swin-B)	0.45	Yes	Spectrum-guided Multi-granularity Referring Vide...	2023-07-25	Code
2	SOC (Video-Swin-B)	0.446	Yes	SOC: Semantic-Assisted Object Cluster for Referr...	2023-05-26	Code
3	VLIDE	0.441	No	Deeply Interleaved Two-Stream Encoder for Referr...	2022-03-30	-
4	SOC (Video-Swin-T)	0.397	No	SOC: Semantic-Assisted Object Cluster for Referr...	2023-05-26	Code
5	MTTR (w=10)	0.392	No	End-to-End Referring Video Object Segmentation w...	2021-11-29	Code
6	MTTR (w=8)	0.366	No	End-to-End Referring Video Object Segmentation w...	2021-11-29	Code
7	CMPC-V	0.342	No	Cross-Modal Progressive Comprehension for Referr...	2021-05-15	Code
8	Hui et al.	0.335	No	Collaborative Spatial-Temporal Modeling for Lang...	2021-05-14	-
9	AAMN	0.321	No	Actor and Action Modular Network for Text-based ...	2020-11-02	-
10	CMDy	0.301	No	-	-	-
11	PRPE	0.294	No	-	-	-
12	ACGA	0.289	No	-	-	Code
13	Gavrilyuk et al. (Optical flow)	0.267	No	Actor and Action Video Segmentation from a Sente...	2018-03-20	Code
14	VT-Capsule	0.261	No	-	-	-
15	Gavrilyuk et al.	0.233	No	Actor and Action Video Segmentation from a Sente...	2018-03-20	Code
16	Hu et al.	0.178	No	Segmentation from Natural Language Expressions	2016-03-20	Code
17	Li et al.	0.173	No	-	-	-

#1SgMg (Video-Swin-B)SOTA
0.45
AP· Extra Data· 2023-07-25
Spectrum-guided Multi-granularity Referring Video Object Segmentation Code
#2SOC (Video-Swin-B)SOTA
0.446
AP· Extra Data· 2023-05-26
SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation Code
#3VLIDESOTA
0.441
AP· 2022-03-30
Deeply Interleaved Two-Stream Encoder for Referring Video Segmentation
#4SOC (Video-Swin-T)
0.397
AP· 2023-05-26
SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation Code
#5MTTR (w=10)SOTA
0.392
AP· 2021-11-29
End-to-End Referring Video Object Segmentation with Multimodal Transformers Code
#6MTTR (w=8)
0.366
AP· 2021-11-29
End-to-End Referring Video Object Segmentation with Multimodal Transformers Code
#7CMPC-VSOTA
0.342
AP· 2021-05-15
Cross-Modal Progressive Comprehension for Referring Segmentation Code
#8Hui et al.SOTA
0.335
AP· 2021-05-14
Collaborative Spatial-Temporal Modeling for Language-Queried Video Actor Segmentation
#9AAMNSOTA
0.321
AP· 2020-11-02
Actor and Action Modular Network for Text-based Video Segmentation
#10CMDy
0.301
AP
No paper
#11PRPE
0.294
AP
No paper
#12ACGA
0.289
AP
No paperCode
#13Gavrilyuk et al. (Optical flow)SOTA
0.267
AP· 2018-03-20
Actor and Action Video Segmentation from a Sentence Code
#14VT-Capsule
0.261
AP
No paper
#15Gavrilyuk et al.
0.233
AP· 2018-03-20
Actor and Action Video Segmentation from a Sentence Code
#16Hu et al.SOTA
0.178
AP· 2016-03-20
Segmentation from Natural Language Expressions Code
#17Li et al.
0.173
AP
No paper