← Video Object Segmentation

Papers with Code · CC BY-SA 4.0

YouTube-VOS 2019

아카이브 평가 10건 · 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
XMem (BL30K,MS)	Mean Jaccard & F-Measure 86.8 Jaccard (Seen) 85.5 Jaccard (Unseen) 81.8 F-Measure (Seen) 89.8 F-Measure (Unseen) 89.9	XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model 2022-07-14	코드 1 · 코드 2
XMem	Mean Jaccard & F-Measure 85.5 Jaccard (Seen) 84.3 Jaccard (Unseen) 80.3 F-Measure (Seen) 88.6 F-Measure (Unseen) 88.6	XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model 2022-07-14	코드 1 · 코드 2
BATMAN	Mean Jaccard & F-Measure 85 Jaccard (Seen) 84.5 Jaccard (Unseen) 79 F-Measure (Seen) 89.3 F-Measure (Unseen) 87.2	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
AOT	Mean Jaccard & F-Measure 84.1 Jaccard (Seen) 83.5 Jaccard (Unseen) 78.4 F-Measure (Seen) 88.1 F-Measure (Unseen) 86.3	Associating Objects with Transformers for Video Object Segmentation 2021-06-04	코드 1 · 코드 2
RPCMVOS	Mean Jaccard & F-Measure 83.9 Jaccard (Seen) 82.6 Jaccard (Unseen) 79.1 F-Measure (Seen) 86.9 F-Measure (Unseen) 87.1	Reliable Propagation-Correction Modulation for Video Object Segmentation 2021-12-06	코드 1
MobileVOS	Mean Jaccard & F-Measure 83.3 Jaccard (Seen) 83.2 Jaccard (Unseen) 76.9 F-Measure (Seen) 87.7 F-Measure (Unseen) 85.3	MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation 2023-03-14	연결 없음
STCN	Mean Jaccard & F-Measure 82.7 Jaccard (Seen) 81.1 Jaccard (Unseen) 78.2 F-Measure (Seen) 85.4 F-Measure (Unseen) 85.9	Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation 2021-06-09	코드 1 · 코드 2 · 코드 3
CFBI+	Mean Jaccard & F-Measure 82.6 Jaccard (Seen) 81.7 Jaccard (Unseen) 77.1 F-Measure (Seen) 86.2 F-Measure (Unseen) 85.2	Collaborative Video Object Segmentation by Foreground-Background Integration 2020-03-18	코드 1 · 코드 2
SST	Mean Jaccard & F-Measure 81.8 Jaccard (Seen) 80.9 Jaccard (Unseen) 76.6	SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation 2021-01-21	코드 1
CFBI	Mean Jaccard & F-Measure 81 Jaccard (Seen) 80.6 Jaccard (Unseen) 75.2 F-Measure (Seen) 85.1 F-Measure (Unseen) 83	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음