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Models/DMASum

DMASum

Reported on 12 benchmarks across 2 tasks · 1 paper · 10 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision12 results

VideoonTvSum
Kendall's Tau· 2020-08-19
0.203
SOTA
Query Twice: Dual Mixture Attention Meta Learning for Video Summarization arXiv:2008.08360
VideoonTvSum
Spearman's Rho· 2020-08-19
0.267
SOTA
Query Twice: Dual Mixture Attention Meta Learning for Video Summarization arXiv:2008.08360
VideoonSumMe
F1-score (Canonical)· 2020-08-19
54.3
best: 57.1 (PGL-SUM (maximum learning capacity))
SOTA
Query Twice: Dual Mixture Attention Meta Learning for Video Summarization arXiv:2008.08360
VideoonSumMe
Kendall's Tau· 2020-08-19
0.063
best: 0.246 (CSTA)
SOTA
Query Twice: Dual Mixture Attention Meta Learning for Video Summarization arXiv:2008.08360
VideoonSumMe
Spearman's Rho· 2020-08-19
0.089
best: 0.274 (CSTA)
SOTA
Query Twice: Dual Mixture Attention Meta Learning for Video Summarization arXiv:2008.08360
Video SummarizationonTvSum
Kendall's Tau· 2020-08-19
0.203
SOTA
Query Twice: Dual Mixture Attention Meta Learning for Video Summarization arXiv:2008.08360
Video SummarizationonTvSum
Spearman's Rho· 2020-08-19
0.267
SOTA
Query Twice: Dual Mixture Attention Meta Learning for Video Summarization arXiv:2008.08360
Video SummarizationonSumMe
F1-score (Canonical)· 2020-08-19
54.3
best: 57.1 (PGL-SUM (maximum learning capacity))
SOTA
Query Twice: Dual Mixture Attention Meta Learning for Video Summarization arXiv:2008.08360
Video SummarizationonSumMe
Kendall's Tau· 2020-08-19
0.063
best: 0.246 (CSTA)
SOTA
Query Twice: Dual Mixture Attention Meta Learning for Video Summarization arXiv:2008.08360
Video SummarizationonSumMe
Spearman's Rho· 2020-08-19
0.089
best: 0.274 (CSTA)
SOTA
Query Twice: Dual Mixture Attention Meta Learning for Video Summarization arXiv:2008.08360
VideoonTvSum
F1-score (Canonical)· 2020-08-19
61.4
best: 67.5 (MAVS [DBLP:conf/mm/FengLKZ18])
Query Twice: Dual Mixture Attention Meta Learning for Video Summarization arXiv:2008.08360
Video SummarizationonTvSum
F1-score (Canonical)· 2020-08-19
61.4
best: 67.5 (MAVS [DBLP:conf/mm/FengLKZ18])
Query Twice: Dual Mixture Attention Meta Learning for Video Summarization arXiv:2008.08360