Instance 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

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