Video Summarization on SumMe (Augmented)
52.1F-scoreCSNet
Evaluation Results
| Method | Links | |
|---|---|---|
| CSNetLearning Strategy=Unsupervised2018.11 | 52.1 | |
| VJMHTSupervision Setting=Supervised2021.12 | 51.7 | |
| SUM-FCNSupervision Setting=Supervised2021.12 | 51.1 | |
| VJMHTSupervision Setting=Unsupervised2021.12 | 49 | |
| CSNetsupLearning Strategy=Supervised2018.11 | 48.7 | |
| CSNetSupervision Setting=Supervised2021.12 | 48.7 | |
| ACGANSupervision Setting=Unsupervised2021.12 | 47 | |
| RSGNSupervision Setting=Supervised2021.12 | 45.7 | |
| re-SEQ2SEQSupervision Setting=Supervised2021.12 | 44.9 | |
| HMTsplit=augmented2021.09 | 44.8 | |
| WS-HRLsplit=augmented2021.09 | 44.5 | |
| WS-HRLSupervision Setting=Unsupervised2021.12 | 44.5 | |
| DR-DSNsupLearning Strategy=Supervised2018.11 | 43.9 | |
| DR-DSNsupsplit=augmented2021.09 | 43.9 | |
| H-RNNsplit=augmented2021.09 | 43.8 | |
| H-RNNSupervision Setting=Supervised2021.12 | 43.8 | |
| GANsupLearning Strategy=Supervised2018.11 | 43.6 | |
| SUM-GANsupsplit=augmented2021.09 | 43.6 | |
| RSGNSupervision Setting=Unsupervised2021.12 | 43.6 | |
| SUM-GANSupervision Setting=Supervised2021.12 | 43.6 | |
| GANdppLearning Strategy=Unsupervised2018.11 | 43.4 | |
| DPP-LSTMLearning Strategy=Supervised2018.11 | 42.9 | |
| dppLSTMsplit=augmented2021.09 | 42.9 | |
| dppLSTMSupervision Setting=Supervised2021.12 | 42.9 | |
| DR-DSNLearning Strategy=Unsupervised, LSTM hidden layer size=2562018.11 | 42.8 | |
| DR-DSNsplit=augmented2021.09 | 42.8 | |
| DR-DSNSupervision Setting=Unsupervised2021.12 | 42.8 | |
| HSA-RNNsplit=augmented2021.09 | 42.1 | |
| HSA-RNNSupervision Setting=Supervised2021.12 | 42.1 | |
| SUM-GANsplit=augmented2021.09 | 41.7 | |
| SUM-GANSupervision Setting=Unsupervised2021.12 | 41.7 | |
| Bi-LSTMLearning Strategy=Supervised2018.11 | 41.6 | |
| vsLSTMsplit=augmented2021.09 | 41.6 |