Referring Expression Segmentation on J-HMDB

Metric: IoU mean (higher is better)

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#	Model↕	IoU mean▼	Extra Data	Paper	Date↕	Code
1	SgMg (Video-Swin-B)	0.725	Yes	Spectrum-guided Multi-granularity Referring Vide...	2023-07-25	Code
2	SOC (Video-Swin-B)	0.723	Yes	SOC: Semantic-Assisted Object Cluster for Referr...	2023-05-26	Code
3	SOC (Video-Swin-T)	0.701	No	SOC: Semantic-Assisted Object Cluster for Referr...	2023-05-26	Code
4	MTTR (w=10)	0.698	No	End-to-End Referring Video Object Segmentation w...	2021-11-29	Code
5	MTTR (w=8)	0.679	No	End-to-End Referring Video Object Segmentation w...	2021-11-29	Code
6	VLIDE	0.666	No	Deeply Interleaved Two-Stream Encoder for Referr...	2022-03-30	-
7	ClawCraneNet	0.655	No	ClawCraneNet: Leveraging Object-level Relation f...	2021-03-19	-
8	HINet	0.627	No	-	-	-
9	CMPC-V	0.617	No	Cross-Modal Progressive Comprehension for Referr...	2021-05-15	Code
10	Hui et al.	0.604	No	Collaborative Spatial-Temporal Modeling for Lang...	2021-05-14	-
11	ACGA	0.584	No	-	-	Code
12	CMSA+CFSA	0.581	No	Referring Segmentation in Images and Videos with...	2021-02-09	-
13	AAMN	0.576	No	Actor and Action Modular Network for Text-based ...	2020-11-02	-
14	CMDy	0.576	No	-	-	-
15	Gavrilyuk et al. (Optical flow)	0.57	No	Actor and Action Video Segmentation from a Sente...	2018-03-20	Code
16	RefVOS	0.568	No	-	-	-
17	VT-Capsule	0.55	No	-	-	-
18	Gavrilyuk et al.	0.542	No	Actor and Action Video Segmentation from a Sente...	2018-03-20	Code
19	Hu et al.	0.528	No	Segmentation from Natural Language Expressions	2016-03-20	Code
20	Li et al.	0.491	No	-	-	-