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Benchmarks
Video Summarization on TVSum single ground truth (test)
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70.1
F1 Score
Semantic-Guided Unsupervised Video Summarization
50.028
55.239
60.45
65.661
Jan 21, 2026
F1 Score
Updated 3d ago
Evaluation Results
Method
Method
Links
F1 Score
Semantic-Guided Unsupervised Video Summarization
Supervision=Unsupervised
2026.01
70.1
SUM-GAN-GEA
Supervision=Unsupervised
2026.01
68.2
DMFF
Supervision=Unsupervised
2026.01
65.3
SUM-GAN-sl
Supervision=Unsupervised
2026.01
65.3
AC-SUM-GAN
Supervision=Unsupervised
2026.01
64.8
SUM-GAN-AAE
Supervision=Unsupervised
2026.01
63.9
AALVS
Supervision=Supervised
2026.01
63.6
M-AVS
Supervision=Supervised
2026.01
61
A-AVS
Supervision=Supervised
2026.01
59.4
DTR-GAN
Supervision=Supervised
2026.01
59.1
SASUM
Supervision=Supervised
2026.01
58.2
Cycle-SUMsup
Supervision=Unsupervised
2026.01
58.1
Cycle-SUMdpp
Supervision=Unsupervised
2026.01
57.9
Cycle-sum
Supervision=Unsupervised
2026.01
57.6
SUM-GANsup
Supervision=Unsupervised
2026.01
56.3
SUM-GANdpp
Supervision=Unsupervised
2026.01
51.7
SUM-GAN
Supervision=Unsupervised
2026.01
50.8
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