Video Summarization on SumMe (various)
53.4F-scoreMSVA
Evaluation results
| Method | Links | |
|---|---|---|
| MSVASetting=Canonical, Learning Paradigm=Supervised2022.01 | 53.4 | |
| S-FCNSetting=Augmented, Learning Paradigm=Supervised2022.01 | 51.1 | |
| DSNetSetting=Augmented, Learning Paradigm=Supervised2022.01 | 50.7 | |
| SSPVS+TextSetting=Canonical, Learning Paradigm=Supervised2022.01 | 50.7 | |
| SSPVSSetting=Augmented, Learning Paradigm=Supervised2022.01 | 50.4 | |
| DSNetSetting=Canonical, Learning Paradigm=Supervised2022.01 | 50.2 | |
| CSNetsSetting=Augmented, Learning Paradigm=Supervised2022.01 | 48.7 | |
| SSPVSSetting=Canonical, Learning Paradigm=Supervised2022.01 | 48.7 | |
| CSNetsSetting=Canonical, Learning Paradigm=Supervised2022.01 | 48.6 | |
| S-FCNSetting=Canonical, Learning Paradigm=Supervised2022.01 | 47.5 | |
| ACGANSetting=Augmented, Learning Paradigm=Unsupervised2022.01 | 47 | |
| DSNetSetting=Transfer, Learning Paradigm=Supervised2022.01 | 46.5 | |
| ACGANSetting=Canonical, Learning Paradigm=Unsupervised2022.01 | 46 | |
| SSPVSSetting=Transfer, Learning Paradigm=Supervised2022.01 | 45.8 | |
| re-S2SSetting=Augmented, Learning Paradigm=Supervised2022.01 | 44.9 | |
| ACGANSetting=Transfer, Learning Paradigm=Unsupervised2022.01 | 44.5 | |
| WS-HRLSetting=Augmented, Learning Paradigm=Unsupervised2022.01 | 44.5 | |
| S-FCNSetting=Transfer, Learning Paradigm=Supervised2022.01 | 44.1 | |
| CSNetsSetting=Transfer, Learning Paradigm=Supervised2022.01 | 44.1 | |
| H-RNNSetting=Augmented, Learning Paradigm=Supervised2022.01 | 43.8 | |
| WS-HRLSetting=Canonical, Learning Paradigm=Unsupervised2022.01 | 43.6 | |
| SGANSSetting=Augmented, Learning Paradigm=Supervised2022.01 | 43.6 | |
| DRDSNSetting=Augmented, Learning Paradigm=Unsupervised2022.01 | 42.8 | |
| re-S2SSetting=Canonical, Learning Paradigm=Supervised2022.01 | 42.5 | |
| DRDSNSetting=Transfer, Learning Paradigm=Unsupervised2022.01 | 42.4 | |
| HSASetting=Canonical, Learning Paradigm=Supervised2022.01 | 42.3 | |
| H-RNNSetting=Canonical, Learning Paradigm=Supervised2022.01 | 42.1 | |
| HSASetting=Augmented, Learning Paradigm=Supervised2022.01 | 42.1 | |
| SGANSetting=Augmented, Learning Paradigm=Unsupervised2022.01 | 41.7 | |
| SGANSSetting=Canonical, Learning Paradigm=Supervised2022.01 | 41.7 | |
| vsLSTMSetting=Augmented, Learning Paradigm=Supervised2022.01 | 41.6 | |
| DRDSNSetting=Canonical, Learning Paradigm=Unsupervised2022.01 | 41.4 | |
| vsLSTMSetting=Transfer, Learning Paradigm=Supervised2022.01 | 40.7 | |
| SGANSetting=Canonical, Learning Paradigm=Unsupervised2022.01 | 38.7 | |
| vsLSTMSetting=Canonical, Learning Paradigm=Supervised2022.01 | 37.6 |