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SOTA
Video Summarization
Video Summarization On Summe
Video Summarization On Summe
Metrics
F1-score (Augmented)
F1-score (Canonical)
Results
Performance results of various models on this benchmark
Columns
Model Name
F1-score (Augmented)
F1-score (Canonical)
Paper Title
PGL-SUM
-
55.6
Combining Global and Local Attention with Positional Encoding for Video Summarization
RR-STG
55.3
54.5
Relational Reasoning Over Spatial-Temporal Graphs for Video Summarization
DSNet
53.3
53.0
DSNet: A Flexible Detect-to-Summarize Network for Video Summarization
VASNet
51.09
49.71
Summarizing Videos with Attention
M-AVS
46.1
44.4
Video Summarization with Attention-Based Encoder-Decoder Networks
CSTA
-
-
CSTA: CNN-based Spatiotemporal Attention for Video Summarization
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