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SOTA
监督视频摘要
Supervised Video Summarization On Summe
Supervised Video Summarization On Summe
评估指标
F1-score (Canonical)
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
F1-score (Canonical)
Paper Title
Repository
PGL-SUM (maximum learning capacity)
57.1
Combining Global and Local Attention with Positional Encoding for Video Summarization
-
PGL-SUM
55.6
Combining Global and Local Attention with Positional Encoding for Video Summarization
-
A2Summ
55.0
Align and Attend: Multimodal Summarization with Dual Contrastive Losses
iPTNet
54.5
Joint Video Summarization and Moment Localization by Cross-Task Sample Transfer
-
DMASum
54.3
Query Twice: Dual Mixture Attention Meta Learning for Video Summarization
-
CLIP-It
54.2
CLIP-It! Language-Guided Video Summarization
RR-STG
53.4
Relational Reasoning Over Spatial-Temporal Graphs for Video Summarization
-
MSVA
53.4
Supervised Video Summarization via Multiple Feature Sets with Parallel Attention
MC-VSA [DBLP:journals/corr/abs-2006-01410]
51.6
Supervised Video Summarization via Multiple Feature Sets with Parallel Attention
SSPVS(+Text)
50.7
Progressive Video Summarization via Multimodal Self-supervised Learning
VJMHT
50.6
Video Joint Modelling Based on Hierarchical Transformer for Co-summarization
DSNet
50.2
DSNet: A Flexible Detect-to-Summarize Network for Video Summarization
-
SSPVS
48.7
Progressive Video Summarization via Multimodal Self-supervised Learning
CSNet
48.6
Discriminative Feature Learning for Unsupervised Video Summarization
VASNet [DBLP:conf/accv/FajtlSAMR18]
48
Supervised Video Summarization via Multiple Feature Sets with Parallel Attention
re-SEQ2SEQ [DBLP:conf/eccv/ZhangGS18]
44.9
Supervised Video Summarization via Multiple Feature Sets with Parallel Attention
M-AVS [DBLP:journals/corr/abs-1708-09545]
44.4
Supervised Video Summarization via Multiple Feature Sets with Parallel Attention
HMT
44.1
Hierarchical Multimodal Transformer to Summarize Videos
-
MAVS [DBLP:conf/mm/FengLKZ18]
43.1
Supervised Video Summarization via Multiple Feature Sets with Parallel Attention
DR-DSN
42.1
Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward
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