← Referring Video Object Segmentation

Papers with Code · CC BY-SA 4.0

MeViS

아카이브 평가 16건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
MPG-SAM 2	J&F 53.7 J 50.7 F 56.7	MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation 2025-01-23	코드 1
FindTrack	J&F 53.2 J 50.5 F 55.9	Find First, Track Next: Decoupling Identification and Propagation in Referring Video Object Segmentation 2025-03-05	코드 1
GLUS	J&F 51.3 J 48.5 F 54.2	GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmentation 2025-04-10	코드 1
VRS-HQ (Chat-UniVi-13B)	J&F 50.9 J 48 F 53.7	The Devil is in Temporal Token: High Quality Video Reasoning Segmentation 2025-01-15	코드 1
ReferDINO (Swin-B)	J&F 49.3 J 44.7 F 53.9	ReferDINO: Referring Video Object Segmentation with Visual Grounding Foundations 2025-01-24	연결 없음
SAMWISE	J&F 48.3 J 45.4 F 51.2	SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video Segmentation 2024-11-26	코드 1
DsHmp + MTCM	J&F 47.6 J 44.1 F 51.1	Multi-Context Temporal Consistent Modeling for Referring Video Object Segmentation 2025-01-09	코드 1
DsHmp	J&F 46.4 J 43 F 49.8	Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation 2024-04-04	코드 1
HTR	J&F 42.7 J 39.9 F 45.5	Temporally Consistent Referring Video Object Segmentation with Hybrid Memory 2024-03-28	코드 1
LMPM	J&F 37.2 J 34.2 F 40.2	MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions 2023-08-16	코드 1
VLT+TC	J&F 35.5 J 33.6 F 37.3	VLT: Vision-Language Transformer and Query Generation for Referring Segmentation 2022-10-28	코드 1
InternVideo2.5	J&F 32	InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling 2025-01-21	코드 1
ReferFormer	J&F 31.0 J 29.8 F 32.2	Language as Queries for Referring Video Object Segmentation 2022-01-03	코드 1
MTTR	J&F 30.0 J 28.8 F 31.2	End-to-End Referring Video Object Segmentation with Multimodal Transformers 2021-11-29	코드 1 · 코드 2
LBDT	J&F 29.3 J 27.8 F 30.8	Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation 2022-06-08	코드 1
URVOS	J&F 27.8 J 25.7 F 29.9	URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark 논문 날짜 미기재	코드 1