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

DAVIS 2017 (val)

아카이브 평가 10건 · 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
DEVA (EntitySeg)
J&F
73.4
Jaccard (Mean)
70.4
F-measure (Mean)
76.4
Tracking Anything with Decoupled Video Segmentation
2023-09-07
코드 1
Propose-Reduce
J&F
70.4
Jaccard (Mean)
67.0
F-measure (Mean)
73.8
Video Instance Segmentation with a Propose-Reduce Paradigm
2021-03-25
코드 1
UnOVOST
J&F
67.9
Jaccard (Mean)
66.4
Jaccard (Recall)
76.4
F-measure (Mean)
69.3
F-measure (Recall)
76.9
UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking
2020-01-15
코드 1
MAST
J&F
65.5
Jaccard (Mean)
63.3
Jaccard (Recall)
73.2
F-measure (Mean)
67.6
F-measure (Recall)
77.7
MAST: A Memory-Augmented Self-supervised Tracker
2020-02-18
코드 1 · 코드 2
STEm-Seg
J&F
64.7
Jaccard (Mean)
61.5
Jaccard (Recall)
70.4
F-measure (Mean)
67.8
F-measure (Recall)
75.5
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos
2020-03-18
코드 1
MATNet
J&F
58.6
Jaccard (Mean)
56.7
Jaccard (Recall)
65.2
F-measure (Mean)
60.4
F-measure (Recall)
68.2
MATNet: Motion-Attentive Transition Network for Zero-Shot Video Object Segmentation
2020-08-20
코드 1
ALBA
J&F
58.4
Jaccard (Mean)
56.6
Jaccard (Recall)
63.4
F-measure (Mean)
60.2
F-measure (Recall)
63.1
ALBA : Reinforcement Learning for Video Object Segmentation
2020-05-26
코드 1
AGS
J&F
57.5
Jaccard (Mean)
55.5
Jaccard (Recall)
61.6
F-measure (Mean)
59.5
F-measure (Recall)
62.8
Learning Unsupervised Video Object Segmentation Through Visual Attention
2019-06-01
코드 1
PDB
J&F
55.1
Jaccard (Mean)
53.2
Jaccard (Recall)
58.9
F-measure (Mean)
57.0
F-measure (Recall)
60.2
Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection
2018-09-01
연결 없음
RVOS
J&F
41.2
Jaccard (Mean)
36.8
Jaccard (Recall)
40.2
F-measure (Mean)
45.7
F-measure (Recall)
46.4
RVOS: End-to-End Recurrent Network for Video Object Segmentation
2019-03-13
코드 1