DAVIS 2017 (test-dev)

아카이브 평가 59건 · 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
DeAOT-B	J&F 76.2 Jaccard (Mean) 72.5 F-measure (Mean) 79.9 FPS 40.9	Decoupling Features in Hierarchical Propagation for Video Object Segmentation 2022-10-18	코드 1 · 코드 2
AOT-B	J&F 75.5 Jaccard (Mean) 71.6 F-measure (Mean) 79.3 FPS 29.6	Associating Objects with Transformers for Video Object Segmentation 2021-06-04	코드 1 · 코드 2
DeAOT-S	J&F 75.4 Jaccard (Mean) 71.9 F-measure (Mean) 79.0 FPS 49.2	Decoupling Features in Hierarchical Propagation for Video Object Segmentation 2022-10-18	코드 1 · 코드 2
RMNet	J&F 75.0 Jaccard (Mean) 71.9 F-measure (Mean) 78.1	Efficient Regional Memory Network for Video Object Segmentation 2021-03-24	코드 1
CFBI	J&F 74.8 Jaccard (Mean) 71.1 F-measure (Mean) 78.5	Collaborative Video Object Segmentation by Foreground-Background Integration 2020-03-18	코드 1 · 코드 2
AOT-S	J&F 73.9 Jaccard (Mean) 70.3 F-measure (Mean) 77.5 FPS 40.0	Associating Objects with Transformers for Video Object Segmentation 2021-06-04	코드 1 · 코드 2
DeAOT-T	J&F 73.7 Jaccard (Mean) 70.0 F-measure (Mean) 77.3 FPS 63.5	Decoupling Features in Hierarchical Propagation for Video Object Segmentation 2022-10-18	코드 1 · 코드 2
STM	J&F 72.2 Jaccard (Mean) 69.3 Jaccard (Recall) 78.0 Jaccard (Decay) 16.9 F-measure (Mean) 75.2 F-measure (Recall) 83.0 F-measure (Decay) 17.5	Video Object Segmentation using Space-Time Memory Networks 2019-04-01	코드 1 · 코드 2 · 코드 3
AOT-T	J&F 72.0 Jaccard (Mean) 68.3 F-measure (Mean) 75.7 FPS 51.4	Associating Objects with Transformers for Video Object Segmentation 2021-06-04	코드 1 · 코드 2
PReMVOS	J&F 71.6 Jaccard (Mean) 67.5 Jaccard (Recall) 76.8 Jaccard (Decay) 21.7 F-measure (Mean) 75.8 F-measure (Recall) 84.3 F-measure (Decay) 20.6	PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation 2018-07-24	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
MHP-VOS	J&F 69.5 Jaccard (Mean) 66.4 Jaccard (Recall) 76.0 Jaccard (Decay) 18.0 F-measure (Mean) 72.7 F-measure (Recall) 82.3 F-measure (Decay) 19.1	MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation 2019-04-17	코드 1
CINM	J&F 67.5 Jaccard (Mean) 64.5 Jaccard (Recall) 73.8 Jaccard (Decay) 20.0 F-measure (Mean) 70.5 F-measure (Recall) 79.6 F-measure (Decay) 20.0	CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF 2018-03-26	연결 없음
LSMVOS	J&F 67.4 Jaccard (Mean) 63.7 Jaccard (Recall) 72.7 Jaccard (Decay) 16.9 F-measure (Mean) 71.2 F-measure (Recall) 81.4 F-measure (Decay) 16.5	LSMVOS: Long-Short-Term Similarity Matching for Video Object 2020-09-02	코드 1
Lucid	J&F 66.6 Jaccard (Mean) 63.4 Jaccard (Recall) 74.0 Jaccard (Decay) 19.5 F-measure (Mean) 69.9 F-measure (Recall) 80.1 F-measure (Decay) 19.5	Lucid Data Dreaming for Video Object Segmentation 2017-03-28	코드 1 · 코드 2 · 코드 3 · 코드 4
e-OSVOS	J&F 64.8 Jaccard (Mean) 60.9 Jaccard (Decay) 22.1 F-measure (Mean) 68.6	Make One-Shot Video Object Segmentation Efficient Again 2020-12-03	코드 1 · 코드 2 · 코드 3 · 코드 4
SSM-VOS	J&F 62.0 Jaccard (Mean) 60.2 Jaccard (Decay) 23.5 F-measure (Mean) 63.8 F-measure (Decay) 25.3	Separable Structure Modeling for Semi-supervised Video Object Segmentation 2021-02-18	코드 1
FEELVOS	J&F 57.8 Jaccard (Mean) 55.1 Jaccard (Recall) 62.6 Jaccard (Decay) 29.8 F-measure (Mean) 60.9 F-measure (Recall) 68.5 F-measure (Decay) 33.5	FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation 2019-02-25	코드 1 · 코드 2 · 코드 3
OSVOS-S	J&F 57.5 Jaccard (Mean) 52.9 Jaccard (Recall) 60.2 Jaccard (Decay) 24.1 F-measure (Mean) 62.1 F-measure (Recall) 70.5 F-measure (Decay) 21.9	Video Object Segmentation Without Temporal Information 2017-09-18	연결 없음
RANet	J&F 55.4 Jaccard (Mean) 53.4 Jaccard (Recall) 61.9 Jaccard (Decay) 21.9 F-measure (Mean) 57.3 F-measure (Recall) 67.7 F-measure (Decay) 22.1	RANet: Ranking Attention Network for Fast Video Object Segmentation 2019-08-19	코드 1 · 코드 2
Siam R-CNN	J&F 53.3 Jaccard (Mean) 48.0 Jaccard (Recall) 53.9 Jaccard (Decay) 21.8 F-measure (Mean) 58.6 F-measure (Recall) 62.3 F-measure (Decay) 20.2	Siam R-CNN: Visual Tracking by Re-Detection 2019-11-28	코드 1
RGMP	J&F 52.8 Jaccard (Mean) 51.3 Jaccard (Recall) 59.0 Jaccard (Decay) 34.3 F-measure (Mean) 54.4 F-measure (Recall) 61.9 F-measure (Decay) 37.2	Fast Video Object Segmentation by Reference-Guided Mask Propagation 2018-06-01	코드 1 · 코드 2
OnAVOS	J&F 52.8 Jaccard (Mean) 49.9 Jaccard (Recall) 54.3 Jaccard (Decay) 23.0 F-measure (Recall) 60.3 F-measure (Decay) 23.4	Online Adaptation of Convolutional Neural Networks for Video Object Segmentation 2017-06-28	연결 없음
AGAME	J&F 52.3 Jaccard (Mean) 49.2 Jaccard (Recall) 53.2 Jaccard (Decay) 28.9 F-measure (Mean) 55.3 F-measure (Recall) 61.1 F-measure (Decay) 27.6	A Generative Appearance Model for End-to-end Video Object Segmentation 2018-11-28	코드 1
CapsuleVOS	J&F 51.3 Jaccard (Mean) 47.4 Jaccard (Recall) 54.1 F-measure (Mean) 55.2 F-measure (Recall) 64.6	CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing 2019-09-30	코드 1
OSVOS	J&F 50.9 Jaccard (Mean) 47.0 Jaccard (Recall) 52.1 Jaccard (Decay) 19.2 F-measure (Recall) 59.7 F-measure (Decay) 19.8	One-Shot Video Object Segmentation 2016-11-16	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8
RVOS	J&F 50.3 Jaccard (Mean) 47.9 Jaccard (Recall) 54.4 Jaccard (Decay) 35.7 F-measure (Mean) 52.6 F-measure (Recall) 61.7 F-measure (Decay) 36.7	RVOS: End-to-End Recurrent Network for Video Object Segmentation 2019-03-13	코드 1
FAVOS	J&F 43.6 Jaccard (Mean) 42.9 Jaccard (Recall) 48.1 Jaccard (Decay) 18.1 F-measure (Mean) 44.2 F-measure (Recall) 51.1 F-measure (Decay) 19.8	Fast and Accurate Online Video Object Segmentation via Tracking Parts 2018-06-06	코드 1 · 코드 2
SiamMask	J&F 43.2 Jaccard (Mean) 40.6 Jaccard (Recall) 44.5 Jaccard (Decay) 21.9 F-measure (Mean) 45.8 F-measure (Recall) 45.3 F-measure (Decay) 22.4	Fast Online Object Tracking and Segmentation: A Unifying Approach 2018-12-12	코드 1 · 코드 2 · 코드 3
OSMN	J&F 41.3 Jaccard (Mean) 37.7 Jaccard (Recall) 38.9 Jaccard (Decay) 19.0 F-measure (Recall) 47.4 F-measure (Decay) 17.4	Efficient Video Object Segmentation via Network Modulation 2018-02-04	코드 1