← Video Object Segmentation

Papers with Code · CC BY-SA 4.0

DAVIS 2017 (val)

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 (BLK30K, MS)	Mean Jaccard & F-Measure 89.5 Jaccard 86.3 F-measure 92.6	XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model 2022-07-14	코드 1 · 코드 2
XMem	Mean Jaccard & F-Measure 86.2 Jaccard 82.9 F-measure 89.5	XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model 2022-07-14	코드 1 · 코드 2
BATMAN	Mean Jaccard & F-Measure 86.2 F-measure 89.3	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
STCN	Mean Jaccard & F-Measure 85.4 Jaccard 82.2 F-measure 88.6	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
AOT	Mean Jaccard & F-Measure 84.9 Jaccard 82.3 F-measure 87.5	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
TransVOS	Mean Jaccard & F-Measure 83.9 Jaccard 81.4 F-measure 86.4	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
RPCMVOS	Mean Jaccard & F-Measure 83.7 Jaccard 81.3	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
RMN	Mean Jaccard & F-Measure 83.5 Jaccard 81 F-measure 86	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
CFBI+	Mean Jaccard & F-Measure 82.9 Jaccard 80.1 F-measure 85.7	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
KMN	Mean Jaccard & F-Measure 82.8 Jaccard 80 F-measure 85.6	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
SST	Mean Jaccard & F-Measure 82.5 Jaccard 79.9 F-measure 85.1	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
CFBI	Mean Jaccard & F-Measure 81.9 Jaccard 79.3 F-measure 84.5	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
LWL	Mean Jaccard & F-Measure 81.6 Jaccard 79.1 F-measure 84.1	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 76.2 Jaccard 72.8 F-measure 79.5	UniVS: Unified and Universal Video Segmentation with Prompts as Queries 2024-02-28	코드 1
AFB-URR	Mean Jaccard & F-Measure 74.6 Jaccard 73 F-measure 76.1	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
LCM	Jaccard 80.5 F-measure 86.5	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음
STM	Jaccard 79.2 F-measure 84.3	BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022-08-01	연결 없음