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Benchmarks
Video Saliency and Highlight Detection on SumMe (test)
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0.47
PLCC
HiVid
0.3036
0.3468
0.39
0.4332
Feb 15, 2026
PLCC
SRCC
mAP50
mAP15
Updated 4d ago
Evaluation Results
Method
Method
Links
PLCC
SRCC
mAP50
mAP15
HiVid
Model Category=Large M...
2026.02
0.47
0.47
0.62
0.37
SL-module
Model Category=Vision...
2026.02
0.39
0.39
0.53
0.3
DETR
Model Category=Vision...
2026.02
0.38
0.39
0.61
0.32
MLP
Model Category=Vision...
2026.02
0.37
0.37
0.52
0.31
VASNet
Model Category=Vision...
2026.02
0.37
0.37
0.57
0.33
VideoLLaMA3
Model Category=Large M...
2026.02
0.35
0.35
0.49
0.24
VILA
Model Category=Large M...
2026.02
0.35
0.36
0.55
0.33
PGL-SUM
Model Category=Vision...
2026.02
0.33
0.34
0.53
0.35
Flamingo
Model Category=Large M...
2026.02
0.31
0.3
0.39
0.23
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