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← Semi-Supervised Video Object Segmentation
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DAVIS 2017 (val)

아카이브 평가 81건 · 마지막 적재/변경

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
모델원본 지표·값논문구현
MAMP
Jaccard (Mean)
68.3
F-measure (Mean)
71.2
J&F
69.7
 Self-Supervised Video Object Segmentation by Motion-Aware Mask Propagation
2021-07-27		 코드 1
Araslanov et al.
Jaccard (Mean)
67.1
Jaccard (Recall)
80.9
F-measure (Mean)
71.7
F-measure (Recall)
84.8
J&F
69.4
 Dense Unsupervised Learning for Video Segmentation
2021-11-11		 코드 1
OSVOS-S
Jaccard (Mean)
64.7
Jaccard (Recall)
74.2
Jaccard (Decay)
15.1
F-measure (Mean)
71.3
F-measure (Recall)
80.7
F-measure (Decay)
18.5
J&F
68
 Video Object Segmentation Without Temporal Information
2017-09-18		 연결 없음
RGMP
Jaccard (Mean)
64.8
Jaccard (Recall)
74.1
Jaccard (Decay)
18.9
F-measure (Mean)
68.6
F-measure (Recall)
77.7
F-measure (Decay)
19.6
J&F
66.7
 Fast Video Object Segmentation by Reference-Guided Mask Propagation
2018-06-01		 코드 1 · 코드 2
AGSS-VOS
Jaccard (Mean)
63.4
F-measure (Mean)
69.8
J&F
66.6
 AGSS-VOS: Attention Guided Single-Shot Video Object Segmentation
2019-10-01		 코드 1
RANet
Jaccard (Mean)
63.2
Jaccard (Recall)
73.7
Jaccard (Decay)
18.6
F-measure (Mean)
68.2
F-measure (Recall)
78.8
F-measure (Decay)
19.7
J&F
65.7
 RANet: Ranking Attention Network for Fast Video Object Segmentation
2019-08-19		 코드 1 · 코드 2
MAST
Jaccard (Mean)
63.3
Jaccard (Recall)
73.2
F-measure (Mean)
67.6
F-measure (Recall)
77.7
J&F
65.5
 MAST: A Memory-Augmented Self-supervised Tracker
2020-02-18		 코드 1 · 코드 2
OnAVOS
Jaccard (Mean)
61.6
Jaccard (Recall)
67.4
Jaccard (Decay)
27.9
F-measure (Mean)
69.1
F-measure (Recall)
75.4
F-measure (Decay)
26.6
J&F
65.35
 Online Adaptation of Convolutional Neural Networks for Video Object Segmentation
2017-06-28		 연결 없음
VideoMatch
Jaccard (Mean)
56.5
F-measure (Mean)
68.2
J&F
62.4
 VideoMatch: Matching based Video Object Segmentation
2018-09-04		 연결 없음
Spatiotemporal CNN
Jaccard (Mean)
58.7
F-measure (Mean)
64.6
J&F
61.65
 Spatiotemporal CNN for Video Object Segmentation
2019-04-04		 코드 1
VOSwL (Language)
Jaccard (Mean)
58.0
J&F
60.8
 Video Object Segmentation with Language Referring Expressions
2018-03-21		 연결 없음
RVOS
Jaccard (Mean)
57.5
Jaccard (Recall)
65.2
Jaccard (Decay)
24.9
F-measure (Mean)
63.6
F-measure (Recall)
73.2
F-measure (Decay)
28.2
J&F
60.55
 RVOS: End-to-End Recurrent Network for Video Object Segmentation
2019-03-13		 코드 1
OSVOS
Jaccard (Mean)
56.6
Jaccard (Recall)
63.8
Jaccard (Decay)
26.1
F-measure (Mean)
63.9
F-measure (Recall)
73.8
F-measure (Decay)
27.0
J&F
60.25
 One-Shot Video Object Segmentation
2016-11-16		 코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8
UVC
Jaccard (Mean)
57.7
Jaccard (Recall)
68.3
F-measure (Mean)
61.3
F-measure (Recall)
69.8
J&F
59.5
 Joint-task Self-supervised Learning for Temporal Correspondence
2019-09-26		 코드 1 · 코드 2
FAVOS
Jaccard (Mean)
54.6
Jaccard (Recall)
61.1
Jaccard (Decay)
14.1
F-measure (Mean)
61.8
F-measure (Recall)
72.3
F-measure (Decay)
18.0
J&F
58.2
 Fast and Accurate Online Video Object Segmentation via Tracking Parts
2018-06-06		 코드 1 · 코드 2
SiamMask
Jaccard (Mean)
54.3
Jaccard (Recall)
62.8
Jaccard (Decay)
19.3
F-measure (Mean)
58.5
F-measure (Recall)
67.5
F-measure (Decay)
20.9
J&F
56.4
 Fast Online Object Tracking and Segmentation: A Unifying Approach
2018-12-12		 코드 1 · 코드 2 · 코드 3
MuG-W
Jaccard (Mean)
54.1
Jaccard (Recall)
60.5
Jaccard (Decay)
32.5
F-measure (Mean)
58.0
F-measure (Recall)
62.2
F-measure (Decay)
37.4
J&F
56.05
 Learning Video Object Segmentation from Unlabeled Videos
2020-03-10		 코드 1
OSMN
Jaccard (Mean)
52.5
Jaccard (Recall)
60.9
Jaccard (Decay)
21.5
F-measure (Mean)
57.1
F-measure (Recall)
66.1
F-measure (Decay)
24.3
J&F
54.8
 Efficient Video Object Segmentation via Network Modulation
2018-02-04		 코드 1
CorrFlow
Jaccard (Mean)
48.4
Jaccard (Recall)
53.2
F-measure (Mean)
52.2
F-measure (Recall)
56.0
J&F
50.3
 Self-supervised Learning for Video Correspondence Flow
2019-05-02		 코드 1
CycleTime
Jaccard (Mean)
46.4
Jaccard (Recall)
50.0
F-measure (Mean)
50.0
F-measure (Recall)
48.0
J&F
48.7
 Learning Correspondence from the Cycle-Consistency of Time
2019-03-18		 코드 1
VOSwL
Jaccard (Recall)
66.1
Jaccard (Decay)
22.4
F-measure (Mean)
63.5
F-measure (Recall)
70.4
F-measure (Decay)
24.5
 Video Object Segmentation with Language Referring Expressions
2018-03-21		 연결 없음