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Models/SSPVS

SSPVS

Reported on 16 benchmarks across 2 tasks · 1 paper

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

Computer Vision16 results

VideoonTvSum
F1-score (Augmented)· 2022-01-07
61.8
best: 69 (CLIP-It)
Progressive Video Summarization via Multimodal Self-supervised Learning arXiv:2201.02494
VideoonTvSum
F1-score (Canonical)· 2022-01-07
60.3
best: 67.5 (MAVS [DBLP:conf/mm/FengLKZ18])
Progressive Video Summarization via Multimodal Self-supervised Learning arXiv:2201.02494
VideoonTvSum
Kendall's Tau· 2022-01-07
0.177
best: 0.203 (DMASum)
Progressive Video Summarization via Multimodal Self-supervised Learning arXiv:2201.02494
VideoonTvSum
Spearman's Rho· 2022-01-07
0.233
best: 0.267 (DMASum)
Progressive Video Summarization via Multimodal Self-supervised Learning arXiv:2201.02494
VideoonSumMe
F1-score (Augmented)· 2022-01-07
50.4
best: 56.9 (iPTNet)
Progressive Video Summarization via Multimodal Self-supervised Learning arXiv:2201.02494
VideoonSumMe
F1-score (Canonical)· 2022-01-07
48.7
best: 57.1 (PGL-SUM (maximum learning capacity))
Progressive Video Summarization via Multimodal Self-supervised Learning arXiv:2201.02494
VideoonSumMe
Kendall's Tau· 2022-01-07
0.178
best: 0.246 (CSTA)
Progressive Video Summarization via Multimodal Self-supervised Learning arXiv:2201.02494
VideoonSumMe
Spearman's Rho· 2022-01-07
0.24
best: 0.274 (CSTA)
Progressive Video Summarization via Multimodal Self-supervised Learning arXiv:2201.02494
Video SummarizationonTvSum
F1-score (Augmented)· 2022-01-07
61.8
best: 69 (CLIP-It)
Progressive Video Summarization via Multimodal Self-supervised Learning arXiv:2201.02494
Video SummarizationonTvSum
F1-score (Canonical)· 2022-01-07
60.3
best: 67.5 (MAVS [DBLP:conf/mm/FengLKZ18])
Progressive Video Summarization via Multimodal Self-supervised Learning arXiv:2201.02494
Video SummarizationonTvSum
Kendall's Tau· 2022-01-07
0.177
best: 0.203 (DMASum)
Progressive Video Summarization via Multimodal Self-supervised Learning arXiv:2201.02494
Video SummarizationonTvSum
Spearman's Rho· 2022-01-07
0.233
best: 0.267 (DMASum)
Progressive Video Summarization via Multimodal Self-supervised Learning arXiv:2201.02494
Video SummarizationonSumMe
F1-score (Augmented)· 2022-01-07
50.4
best: 56.9 (iPTNet)
Progressive Video Summarization via Multimodal Self-supervised Learning arXiv:2201.02494
Video SummarizationonSumMe
F1-score (Canonical)· 2022-01-07
48.7
best: 57.1 (PGL-SUM (maximum learning capacity))
Progressive Video Summarization via Multimodal Self-supervised Learning arXiv:2201.02494
Video SummarizationonSumMe
Kendall's Tau· 2022-01-07
0.178
best: 0.246 (CSTA)
Progressive Video Summarization via Multimodal Self-supervised Learning arXiv:2201.02494
Video SummarizationonSumMe
Spearman's Rho· 2022-01-07
0.24
best: 0.274 (CSTA)
Progressive Video Summarization via Multimodal Self-supervised Learning arXiv:2201.02494