Video Summarization on SumMe (5-fold cross-validation)
54.3F1 ScoreDMASum
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DMASumBackbone=GoogLeNet, Feature Dimension=1024, Setting=Canonical (C)2020.08 | 54.3 | — | — | |
| MSVA2021.04 | 53.4 | 0.2 | 0.23 | |
| CSNetBackbone=GoogLeNet, Feature Dimension=1024, Setting=Canonical (C)2020.08 | 51.3 | — | — | |
| VASNet2021.04 | 48 | 0.16 | 0.17 | |
| ACGANBackbone=GoogLeNet, Feature Dimension=1024, Setting=Canonical (C)2020.08 | 46 | — | — | |
| SASUMBackbone=GoogLeNet, Feature Dimension=1024, Setting=Canonical (C)2020.08 | 45.3 | — | — | |
| M-AVSBackbone=GoogLeNet, Feature Dimension=1024, Setting=Canonical (C)2020.08 | 44.4 | — | — | |
| MetaL-TDVSBackbone=GoogLeNet, Feature Dimension=1024, Setting=Canonical (C)2020.08 | 44.1 | — | — | |
| DR-DSNBackbone=GoogLeNet, Feature Dimension=1024, Setting=Canonical (C)2020.08 | 42.1 | — | — | |
| Cycle-SUMBackbone=GoogLeNet, Feature Dimension=1024, Setting=Canonical (C)2020.08 | 41.9 | — | — | |
| SUM-GANBackbone=GoogLeNet, Feature Dimension=1024, Setting=Canonical (C)2020.08 | 41.7 | — | — | |
| DPP-LSTMBackbone=GoogLeNet, Feature Dimension=1024, Setting=Canonical (C)2020.08 | 38.6 | — | — | |
| DMASum2020.08 | — | 0.063 | 0.089 | |
| DR-DSN2020.08 | — | 0.028 | -0.027 | |
| Human2020.08 | — | 0.227 | 0.239 | |
| Random2020.08 | — | 0 | 0 | |
| SUM-GAN2020.08 | — | 0.049 | 0.066 |