← Video Object Segmentation

Papers with Code · CC BY-SA 4.0

YouTube-VOS 2018

아카이브 평가 17건 · 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)	Jaccard (Seen) 85.6 Jaccard (Unseen) 81.7 F-Measure (Seen) 90.3 F-Measure (Unseen) 90.2 Mean Jaccard & F-Measure 86.9	XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model 2022-07-14	코드 1 · 코드 2
AOT	Jaccard (Seen) 83.7 Jaccard (Unseen) 78.1 F-Measure (Seen) 88.5 F-Measure (Unseen) 86.1 Mean Jaccard & F-Measure 84.1	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
RPCMVOS	Jaccard (Seen) 83.1 Jaccard (Unseen) 78.5 F-Measure (Seen) 87.7 F-Measure (Unseen) 86.7 Mean Jaccard & F-Measure 84	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
STCN	Jaccard (Seen) 81.9 Jaccard (Unseen) 77.9 F-Measure (Seen) 86.5 F-Measure (Unseen) 85.7 Mean Jaccard & F-Measure 83	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
CFBI+	Jaccard (Seen) 81.8 Jaccard (Unseen) 77.1 F-Measure (Seen) 86.6 F-Measure (Unseen) 85.6 Mean Jaccard & F-Measure 82.8	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
LCM	Jaccard (Seen) 82.2 Mean Jaccard & F-Measure 82	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
TransVOS	Jaccard (Seen) 82 Jaccard (Unseen) 75 F-Measure (Seen) 86.7 F-Measure (Unseen) 83.4 Mean Jaccard & F-Measure 81.8	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
SST	Jaccard (Seen) 81.2 Jaccard (Unseen) 76 Mean Jaccard & F-Measure 81.7	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
LWL	Jaccard (Seen) 80.4 Jaccard (Unseen) 76.4 F-Measure (Seen) 84.9 F-Measure (Unseen) 84.4 Mean Jaccard & F-Measure 81.5	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
KMN	Jaccard (Seen) 81.4 Jaccard (Unseen) 75.3 F-Measure (Seen) 85.6 F-Measure (Unseen) 83.3 Mean Jaccard & F-Measure 81.4	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
AFB-URR	Jaccard (Seen) 78.8 Jaccard (Unseen) 74.1 F-Measure (Seen) 83.1 F-Measure (Unseen) 82.6 Mean Jaccard & F-Measure 79.6	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
STM	Jaccard (Seen) 79.7 Jaccard (Unseen) 72.8 F-Measure (Seen) 84.2 F-Measure (Unseen) 80.9 Mean Jaccard & F-Measure 79.4	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
UniVS(Swin-L)	Mean Jaccard & F-Measure 71.5	UniVS: Unified and Universal Video Segmentation with Prompts as Queries 2024-02-28	코드 1
RMN	Jaccard (Seen) 82.1 Jaccard (Unseen) 75.7 F-Measure (Seen) 85.7 F-Measure (Unseen) 82.4	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
CFBI	Jaccard (Seen) 81.1 F-Measure (Seen) 85.8	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
SST (Local)	Jaccard (Seen) 80.9 Jaccard (Unseen) 76.6	SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation 2021-01-21	코드 1
S2S (offline)	F-Measure (Unseen) 50.3	YouTube-VOS: Sequence-to-Sequence Video Object Segmentation 2018-09-03	코드 1 · 코드 2 · 코드 3 · 코드 4