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Benchmarks
Video Saliency and Highlight Detection on TVSum (test)
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0.5
PLCC
HiVid
0.3128
0.3614
0.41
0.4586
Feb 15, 2026
PLCC
SRCC
mAP@50
mAP@15
Updated 4d ago
Evaluation Results
Method
Method
Links
PLCC
SRCC
mAP@50
mAP@15
HiVid
Model Category=Large M...
2026.02
0.5
0.52
67
40
VASNet
Model Category=Vision...
2026.02
0.45
0.45
66
34
MLP
Model Category=Vision...
2026.02
0.44
0.43
62
38
SL-module
Model Category=Vision...
2026.02
0.43
0.43
57
33
DETR
Model Category=Vision...
2026.02
0.42
0.44
63
33
VideoLLaMA3
Model Category=Large M...
2026.02
0.41
0.41
52
29
PGL-SUM
Model Category=Vision...
2026.02
0.39
0.4
59
37
VILA
Model Category=Large M...
2026.02
0.37
0.37
53
31
Flamingo
Model Category=Large M...
2026.02
0.32
0.3
47
25
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