Referring Expression Segmentation on DAVIS 2017 (val)

Metric: J&F 1st frame (higher is better)

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#	Model↕	J&F 1st frame▼	Extra Data	Paper	Date↕	Code
1	UNINEXT-H	72.5	Yes	Universal Instance Perception as Object Discover...	2023-03-12	Code
2	HyperSeg	71.2	Yes	HyperSeg: Towards Universal Visual Segmentation ...	2024-11-26	Code
3	DEVA (ReferFormer)	66.3	Yes	Tracking Anything with Decoupled Video Segmentat...	2023-09-07	Code
4	HTR	65.6	Yes	Temporally Consistent Referring Video Object Seg...	2024-03-28	Code
5	SgMg	63.3	Yes	Spectrum-guided Multi-granularity Referring Vide...	2023-07-25	Code
6	SafaRi-B	61.3	No	SafaRi:Adaptive Sequence Transformer for Weakly ...	2024-07-02	-
7	ReferFormer	61.1	Yes	Language as Queries for Referring Video Object S...	2022-01-03	Code
8	PolyFormer-B	60.9	Yes	PolyFormer: Referring Image Segmentation as Sequ...	2023-02-14	Code
9	URVOS + Refer-Youtube-VOS + ft. DAVIS	51.63	Yes	-	-	Code
10	HINet	50.2	No	-	-	-
11	URVOS + Refer-Youtube-VOS	46.85	Yes	-	-	Code
12	RefVOS + SynthRef-YouTube-VIS	45.3	Yes	SynthRef: Generation of Synthetic Referring Expr...	2021-06-08	Code
13	RefVOS	45.1	No	RefVOS: A Closer Look at Referring Expressions f...	2020-10-01	Code
14	RefVOS	44.5	No	RefVOS: A Closer Look at Referring Expressions f...	2020-10-01	Code
15	URVOS	44.1	No	-	-	Code
16	Khoreva et al.	39.3	No	Video Object Segmentation with Language Referrin...	2018-03-21	-