Video Object Segmentation on MeViS

Metric: J&F (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

#	Model↕	J&F▼	Extra Data	Paper	Date↕	Code
1	MPG-SAM 2	53.7	No	MPG-SAM 2: Adapting SAM 2 with Mask Priors and G...	2025-01-23	Code
2	FindTrack	53.2	No	Find First, Track Next: Decoupling Identificatio...	2025-03-05	Code
3	GLUS	51.3	No	GLUS: Global-Local Reasoning Unified into A Sing...	2025-04-10	Code
4	VRS-HQ (Chat-UniVi-13B)	50.9	No	The Devil is in Temporal Token: High Quality Vid...	2025-01-15	Code
5	ReferDINO (Swin-B)	49.3	No	ReferDINO: Referring Video Object Segmentation w...	2025-01-24	-
6	SAMWISE	48.3	No	SAMWISE: Infusing Wisdom in SAM2 for Text-Driven...	2024-11-26	Code
7	DsHmp + MTCM	47.6	No	Multi-Context Temporal Consistent Modeling for R...	2025-01-09	Code
8	DsHmp	46.4	No	Decoupling Static and Hierarchical Motion Percep...	2024-04-04	Code
9	HTR	42.7	No	Temporally Consistent Referring Video Object Seg...	2024-03-28	Code
10	LMPM	37.2	No	MeViS: A Large-scale Benchmark for Video Segment...	2023-08-16	Code
11	VLT+TC	35.5	No	VLT: Vision-Language Transformer and Query Gener...	2022-10-28	Code
12	InternVideo2.5	32	No	InternVideo2.5: Empowering Video MLLMs with Long...	2025-01-21	Code
13	ReferFormer	31	No	Language as Queries for Referring Video Object S...	2022-01-03	Code
14	MTTR	30	No	End-to-End Referring Video Object Segmentation w...	2021-11-29	Code
15	LBDT	29.3	No	Language-Bridged Spatial-Temporal Interaction fo...	2022-06-08	Code
16	URVOS	27.8	No	-	-	Code