YouTube-VOS 2019

아카이브 평가 22건 · 마지막 적재/변경 2026-10-30

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
Cutie+ (base, MEGA)	Overall 87.5 Jaccard (Seen) 86.3 Jaccard (Unseen) 82.7 F-Measure (Seen) 90.6 F-Measure (Unseen) 90.5 J&F 17.9	Putting the Object Back into Video Object Segmentation 2023-10-19	코드 1
XMem (BL30K, MS)	Overall 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
SwinB-AOTv2-L (all frames, MS)	Overall 86.5 Jaccard (Seen) 85.5 Jaccard (Unseen) 81.0 F-Measure (Seen) 90.3 F-Measure (Unseen) 89.1	Scalable Video Object Segmentation with Identification Mechanism 2022-03-22	코드 1 · 코드 2
XMem (MS)	Overall 86.4 Jaccard (Seen) 84.9 Jaccard (Unseen) 81.8 F-Measure (Seen) 89.2 F-Measure (Unseen) 89.8	XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model 2022-07-14	코드 1 · 코드 2
DEVA	Overall 86.2 Jaccard (Seen) 85.4 Jaccard (Unseen) 89.9 F-Measure (Seen) 89.9 F-Measure (Unseen) 89.1 FPS 25.3	Tracking Anything in High Quality 2023-07-26	코드 1
SwinB-DeAOT-L	Overall 86.1 Jaccard (Seen) 85.3 Jaccard (Unseen) 80.4 F-Measure (Seen) 90.2 F-Measure (Unseen) 88.6 FPS 11.9	Decoupling Features in Hierarchical Propagation for Video Object Segmentation 2022-10-18	코드 1 · 코드 2
R50-DeAOT-L	Overall 85.9 Jaccard (Seen) 84.6 Jaccard (Unseen) 80.8 F-Measure (Seen) 89.4 F-Measure (Unseen) 88.9 FPS 22.4	Decoupling Features in Hierarchical Propagation for Video Object Segmentation 2022-10-18	코드 1 · 코드 2
XMem (BL30K)	Overall 85.8 Jaccard (Seen) 84.8 Jaccard (Unseen) 80.3 F-Measure (Seen) 89.2 F-Measure (Unseen) 88.8	XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model 2022-07-14	코드 1 · 코드 2
SwinB-AOTv2-L (all frames)	Overall 85.2 Jaccard (Seen) 84.2 Jaccard (Unseen) 79.8 F-Measure (Seen) 88.9 F-Measure (Unseen) 88.0	Scalable Video Object Segmentation with Identification Mechanism 2022-03-22	코드 1 · 코드 2
STCN (MS)	Overall 85.2 Jaccard (Seen) 83.5 Jaccard (Unseen) 80.8 F-Measure (Seen) 87.8 F-Measure (Unseen) 88.8	Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation 2021-06-09	코드 1 · 코드 2 · 코드 3
R50-AOST (L'=3)	Overall 84.9 Jaccard (Seen) 83.8 Jaccard (Unseen) 79.3 F-Measure (Seen) 88.7 F-Measure (Unseen) 87.7	Scalable Video Object Segmentation with Identification Mechanism 2022-03-22	코드 1 · 코드 2
DeAOT-L	Overall 84.7 Jaccard (Seen) 83.8 Jaccard (Unseen) 79.0 F-Measure (Seen) 88.8 F-Measure (Unseen) 87.2 FPS 24.7	Decoupling Features in Hierarchical Propagation for Video Object Segmentation 2022-10-18	코드 1 · 코드 2
DeAOT-B	Overall 84.6 Jaccard (Seen) 83.5 Jaccard (Unseen) 79.1 F-Measure (Seen) 88.3 F-Measure (Unseen) 87.5 FPS 30.4	Decoupling Features in Hierarchical Propagation for Video Object Segmentation 2022-10-18	코드 1 · 코드 2
XMem	Overall 84.3 Jaccard (Seen) 83.6 Jaccard (Unseen) 78.5 F-Measure (Seen) 88.0 F-Measure (Unseen) 87.1	XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model 2022-07-14	코드 1 · 코드 2
R50-AOST (L'=2)	Overall 84.3 Jaccard (Seen) 83.3 Jaccard (Unseen) 78.9 F-Measure (Seen) 88.0 F-Measure (Unseen) 87.1	Scalable Video Object Segmentation with Identification Mechanism 2022-03-22	코드 1 · 코드 2
STCN	Overall 84.2 Jaccard (Seen) 82.6 Jaccard (Unseen) 79.4 F-Measure (Seen) 87.0 F-Measure (Unseen) 87.7	Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation 2021-06-09	코드 1 · 코드 2 · 코드 3
RPCMVOS	Overall 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
DeAOT-S	Overall 83.8 Jaccard (Seen) 82.8 Jaccard (Unseen) 78.1 F-Measure (Seen) 87.5 F-Measure (Unseen) 86.8 FPS 38.7	Decoupling Features in Hierarchical Propagation for Video Object Segmentation 2022-10-18	코드 1 · 코드 2
DeAOT-T	Overall 82.0 Jaccard (Seen) 81.2 Jaccard (Unseen) 76.4 F-Measure (Seen) 85.6 F-Measure (Unseen) 84.7 FPS 53.4	Decoupling Features in Hierarchical Propagation for Video Object Segmentation 2022-10-18	코드 1 · 코드 2
R50-AOST (L'=1)	Overall 81.5 Jaccard (Seen) 81.0 Jaccard (Unseen) 754.8 F-Measure (Seen) 85.6 F-Measure (Unseen) 83.8	Scalable Video Object Segmentation with Identification Mechanism 2022-03-22	코드 1 · 코드 2
STCN + TrickVOS (PT)	Jaccard (Seen) 82.1 Jaccard (Unseen) 77.2 F-Measure (Seen) 86.4 F-Measure (Unseen) 85.5 J&F 82.8	TrickVOS: A Bag of Tricks for Video Object Segmentation 2023-06-27	연결 없음
Lightweight TrickVOS (PT)	Jaccard (Seen) 79.5 F-Measure (Seen) 83.3 F-Measure (Unseen) 84 J&F 80.5 J score (unseen) 75.2	TrickVOS: A Bag of Tricks for Video Object Segmentation 2023-06-27	연결 없음