Video on Refer-YouTube-VOS

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#	Model↕	F▼	Extra Data	Paper	Date↕	Code
1	FindTrack	75.7	Yes	Find First, Track Next: Decoupling Identificatio...	2025-03-05	Code
2	GLEE-Pro	72.9	Yes	General Object Foundation Model for Images and V...	2023-12-14	Code
3	GLEE-Plus	69.7	Yes	General Object Foundation Model for Images and V...	2023-12-14	Code
4	HTR	68.9	Yes	Temporally Consistent Referring Video Object Seg...	2024-03-28	Code
5	SOC	67.9	Yes	SOC: Semantic-Assisted Object Cluster for Referr...	2023-05-26	Code
6	VATEX	67.5	No	Vision-Aware Text Features in Referring Image Se...	2024-04-12	Code
7	SgMg	67.4	Yes	Spectrum-guided Multi-granularity Referring Vide...	2023-07-25	Code
8	VLT	65.6	Yes	VLT: Vision-Language Transformer and Query Gener...	2022-10-28	Code
9	HTML-SwinL	65.3	Yes	-	-	-
10	HTML-Video-SwinB	65.2	Yes	-	-	-
11	ReferFormer (Large)	64.6	Yes	Language as Queries for Referring Video Object S...	2022-01-03	Code
12	HTML-Video-SwinT	63	Yes	-	-	-
13	HTML-Video-SwinS	62.9	Yes	-	-	-
14	R2VOS (Swin-T)	61.5	No	Towards Robust Referring Video Object Segmentati...	2022-07-04	Code
15	HTML-ResNet101	59.8	Yes	-	-	-
16	HTML-ResNet50	59	Yes	-	-	-
17	CMSA	38.1	Yes	Cross-Modal Self-Attention Network for Referring...	2019-04-09	Code