← Semi-Supervised Video Object Segmentation
Papers with Code · CC BY-SA 4.0

DAVIS 2017 (test-dev)

아카이브 평가 59건 · 마지막 적재/변경

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
모델원본 지표·값논문구현
Cutie+ (base, MEGA)
J&F
88.1
Jaccard (Mean)
84.7
F-measure (Mean)
91.4
FPS
17.9
Putting the Object Back into Video Object Segmentation
2023-10-19
코드 1
Cutie (base, MEGA)
J&F
86.1
Jaccard (Mean)
82.4
F-measure (Mean)
89.9
FPS
36.4
Putting the Object Back into Video Object Segmentation
2023-10-19
코드 1
Cutie+ (base)
J&F
85.9
Jaccard (Mean)
82.6
F-measure (Mean)
89.2
FPS
17.9
Putting the Object Back into Video Object Segmentation
2023-10-19
코드 1
SwinB-AOST (L'=3, MS)
J&F
84.7
Jaccard (Mean)
80.9
F-measure (Mean)
88.5
FPS
1.3
Scalable Video Object Segmentation with Identification Mechanism
2022-03-22
코드 1 · 코드 2
SwinB-AOTv2-L
J&F
84.5
Jaccard (Mean)
81.0
F-measure (Mean)
87.9
FPS
1.3
Scalable Video Object Segmentation with Identification Mechanism
2022-03-22
코드 1 · 코드 2
JIMD-R50
J&F
83.9
Jaccard (Mean)
80.3
F-measure (Mean)
87.4
Memory Matching is not Enough: Jointly Improving Memory Matching and Decoding for Video Object Segmentation
2024-09-22
연결 없음
XMem (BL30K, MS)
J&F
83.7
Jaccard (Mean)
80.5
F-measure (Mean)
87.0
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
2022-07-14
코드 1 · 코드 2
DEVA
J&F
83.2
Jaccard (Mean)
79.6
F-measure (Mean)
86.8
FPS
25.3
Tracking Anything with Decoupled Video Segmentation
2023-09-07
코드 1
XMem (MS)
J&F
83.1
Jaccard (Mean)
79.7
F-measure (Mean)
86.4
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
2022-07-14
코드 1 · 코드 2
SwinB-DeAOT-L
J&F
82.8
Jaccard (Mean)
78.9
F-measure (Mean)
86.7
FPS
15.4
Decoupling Features in Hierarchical Propagation for Video Object Segmentation
2022-10-18
코드 1 · 코드 2
SwinB-AOST (L'=3)
J&F
82.7
Jaccard (Mean)
78.8
F-measure (Mean)
86.6
FPS
12.0
Scalable Video Object Segmentation with Identification Mechanism
2022-03-22
코드 1 · 코드 2
XMem (BL30K, 600p)
J&F
82.5
Jaccard (Mean)
79.1
F-measure (Mean)
85.8
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
2022-07-14
코드 1 · 코드 2
QDMN
J&F
81.9
Jaccard (Mean)
78.1
F-measure (Mean)
85.4
Learning Quality-aware Dynamic Memory for Video Object Segmentation
2022-07-16
코드 1
XMem (BL30K)
J&F
81.2
Jaccard (Mean)
77.6
F-measure (Mean)
84.7
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
2022-07-14
코드 1 · 코드 2
SwinB-AOT-L
J&F
81.2
Jaccard (Mean)
77.3
F-measure (Mean)
85.1
FPS
12.1
Associating Objects with Transformers for Video Object Segmentation
2021-06-04
코드 1 · 코드 2
RPCMVOS-Full-Res
J&F
81
Jaccard (Mean)
77.6
F-measure (Mean)
84.3
Reliable Propagation-Correction Modulation for Video Object Segmentation
2021-12-06
코드 1
XMem
J&F
81.0
Jaccard (Mean)
77.4
F-measure (Mean)
84.5
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
2022-07-14
코드 1 · 코드 2
R50-DeAOT-L
J&F
80.7
Jaccard (Mean)
76.9
F-measure (Mean)
84.5
FPS
27.0
Decoupling Features in Hierarchical Propagation for Video Object Segmentation
2022-10-18
코드 1 · 코드 2
STCN
J&F
79.9
Jaccard (Mean)
76.3
Jaccard (Recall)
85.5
Jaccard (Decay)
10.5
F-measure (Mean)
83.5
F-measure (Recall)
89.7
F-measure (Decay)
10.3
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)
J&F
79.9
Jaccard (Mean)
76.2
F-measure (Mean)
83.6
FPS
17.5
Scalable Video Object Segmentation with Identification Mechanism
2022-03-22
코드 1 · 코드 2
XMem (DAVIS and YouTubeVOS only)
J&F
79.8
Jaccard (Mean)
76.3
F-measure (Mean)
83.4
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
2022-07-14
코드 1 · 코드 2
R50-AOT-L
J&F
79.6
Jaccard (Mean)
75.9
F-measure (Mean)
83.3
FPS
18.0
Associating Objects with Transformers for Video Object Segmentation
2021-06-04
코드 1 · 코드 2
RPCMVOS
J&F
79.2
Jaccard (Mean)
75.8
F-measure (Mean)
82.6
Reliable Propagation-Correction Modulation for Video Object Segmentation
2021-12-06
코드 1
HMMN
J&F
78.6
Jaccard (Mean)
74.7
F-measure (Mean)
82.5
Hierarchical Memory Matching Network for Video Object Segmentation
2021-09-23
코드 1
AOT-L
J&F
78.3
Jaccard (Mean)
74.3
F-measure (Mean)
82.3
FPS
18.7
Associating Objects with Transformers for Video Object Segmentation
2021-06-04
코드 1 · 코드 2
R50-AOST (L'=2)
J&F
78.1
Jaccard (Mean)
74.5
F-measure (Mean)
81.7
FPS
24.3
Scalable Video Object Segmentation with Identification Mechanism
2022-03-22
코드 1 · 코드 2
CFBI+
J&F
78.0
Jaccard (Mean)
74.4
F-measure (Mean)
81.6
Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration
2020-10-13
코드 1
DeAOT-L
J&F
77.9
Jaccard (Mean)
74.1
F-measure (Mean)
81.7
FPS
28.5
Decoupling Features in Hierarchical Propagation for Video Object Segmentation
2022-10-18
코드 1 · 코드 2
KMN
J&F
77.2
Jaccard (Mean)
74.1
F-measure (Mean)
80.3
Kernelized Memory Network for Video Object Segmentation
2020-07-16
코드 1
MiVOS
J&F
76.5
Jaccard (Mean)
72.7
Jaccard (Recall)
81.2
Jaccard (Decay)
14.9
F-measure (Mean)
80.2
F-measure (Recall)
87.6
F-measure (Decay)
14.5
Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion
2021-03-14
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5