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

DAVIS 2016

아카이브 평가 77건 · 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
OSVOS
Jaccard (Mean)
79.8
Jaccard (Recall)
93.6
Jaccard (Decay)
14.9
F-measure (Mean)
80.6
F-measure (Recall)
92.6
F-measure (Decay)
15.0
J&F
80.2
 One-Shot Video Object Segmentation
2016-11-16		 코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8
Siam R-CNN
Jaccard (Mean)
76.8
Jaccard (Recall)
86.4
Jaccard (Decay)
2.2
F-measure (Mean)
80.4
F-measure (Recall)
87.6
F-measure (Decay)
4.0
J&F
78.6
 Siam R-CNN: Visual Tracking by Re-Detection
2019-11-28		 코드 1
Hou et al.
Jaccard (Mean)
78.3
Jaccard (Recall)
91.1
Jaccard (Decay)
2.3
F-measure (Mean)
77.2
F-measure (Recall)
84.7
F-measure (Decay)
4.9
J&F
77.75
 An Efficient 3D CNN for Action/Object Segmentation in Video
2019-07-21		 연결 없음
MSK
Jaccard (Mean)
79.7
Jaccard (Recall)
93.1
Jaccard (Decay)
8.9
F-measure (Mean)
75.4
F-measure (Recall)
87.1
F-measure (Decay)
9.0
J&F
77.55
 Learning Video Object Segmentation from Static Images
2016-12-08		 코드 1 · 코드 2
PML
Jaccard (Mean)
75.5
Jaccard (Recall)
89.6
Jaccard (Decay)
8.5
F-measure (Mean)
79.3
F-measure (Recall)
93.4
F-measure (Decay)
7.8
J&F
77.4
 Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning
2018-04-09		 연결 없음
SFL
Jaccard (Mean)
76.1
Jaccard (Recall)
90.6
Jaccard (Decay)
12.1
F-measure (Mean)
76.0
F-measure (Recall)
85.5
F-measure (Decay)
10.4
J&F
76.05
 SegFlow: Joint Learning for Video Object Segmentation and Optical Flow
2017-09-20		 코드 1
OSMN
Jaccard (Mean)
74.0
Jaccard (Recall)
87.6
Jaccard (Decay)
9.0
F-measure (Mean)
72.9
F-measure (Recall)
84.0
F-measure (Decay)
10.6
J&F
73.45
 Efficient Video Object Segmentation via Network Modulation
2018-02-04		 코드 1
CTN
Jaccard (Mean)
73.5
Jaccard (Recall)
87.4
Jaccard (Decay)
15.6
F-measure (Mean)
69.3
F-measure (Recall)
79.6
F-measure (Decay)
12.9
J&F
71.4
 Online Video Object Segmentation via Convolutional Trident Network
2017-07-01		 연결 없음
SiamMask
Jaccard (Mean)
71.7
Jaccard (Recall)
86.8
Jaccard (Decay)
3.0
F-measure (Mean)
67.8
F-measure (Recall)
79.8
F-measure (Decay)
2.1
J&F
69.75
 Fast Online Object Tracking and Segmentation: A Unifying Approach
2018-12-12		 코드 1 · 코드 2 · 코드 3
RGMP (val)
Jaccard (Mean)
68.6
F-measure (Mean)
68.9
J&F
68.8
 Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching
2020-07-11		 연결 없음
VPN
Jaccard (Mean)
70.2
Jaccard (Recall)
82.3
Jaccard (Decay)
12.4
F-measure (Mean)
65.6
F-measure (Recall)
69.0
F-measure (Decay)
14.4
J&F
67.9
 Video Propagation Networks
2016-12-16		 연결 없음
PLM
Jaccard (Mean)
70.2
Jaccard (Recall)
86.3
Jaccard (Decay)
11.2
F-measure (Mean)
62.5
F-measure (Recall)
73.2
F-measure (Decay)
14.7
J&F
66.35
 Pixel-Level Matching for Video Object Segmentation using Convolutional Neural Networks
2017-08-17		 연결 없음
OFL
Jaccard (Mean)
68.0
Jaccard (Recall)
75.6
Jaccard (Decay)
26.4
F-measure (Mean)
63.4
F-measure (Recall)
70.4
F-measure (Decay)
27.2
J&F
65.7
 Video Segmentation via Object Flow
2016-06-01		 연결 없음
MuG-W
Jaccard (Mean)
65.7
Jaccard (Recall)
77.7
Jaccard (Decay)
26.4
F-measure (Mean)
63.6
F-measure (Recall)
67.7
F-measure (Decay)
27.2
J&F
64.65
 Learning Video Object Segmentation from Unlabeled Videos
2020-03-10		 코드 1
BVS
Jaccard (Mean)
60.0
Jaccard (Recall)
66.9
Jaccard (Decay)
28.9
F-measure (Mean)
58.8
F-measure (Recall)
67.9
F-measure (Decay)
21.3
J&F
59.4
 Bilateral Space Video Segmentation
2016-06-01		 연결 없음
FCP
Jaccard (Mean)
58.4
Jaccard (Recall)
71.5
Jaccard (Decay)
-2.0
F-measure (Mean)
49.2
F-measure (Recall)
49.5
F-measure (Decay)
-1.1
J&F
53.8
 Fully Connected Object Proposals for Video Segmentation
2015-12-01		 연결 없음
SFSeg over OnAVOS
Jaccard (Mean)
86.3
 A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time
2019-07-05		 코드 1