Video Summarization on TVSum Canonical
60.9F-ScoreVJMHT
Evaluation Results
| Method | Links | |
|---|---|---|
| VJMHTSupervision Setting=Supervised2021.12 | 60.9 | |
| re-SEQ2SEQSupervision Setting=Supervised2021.12 | 60.3 | |
| HMTsplit=canonical2021.09 | 60.1 | |
| RSGNSupervision Setting=Supervised2021.12 | 60.1 | |
| ACGANSupervision Setting=Supervised2021.12 | 59.4 | |
| GLRPESupervision Setting=Supervised2021.12 | 59.1 | |
| CSNetLearning Strategy=Unsupervised2018.11 | 58.8 | |
| HSA-RNNsplit=canonical2021.09 | 58.7 | |
| HSA-RNNSupervision Setting=Supervised2021.12 | 58.7 | |
| CSNetsupLearning Strategy=Supervised2018.11 | 58.5 | |
| ACGANSupervision Setting=Unsupervised2021.12 | 58.5 | |
| CSNetSupervision Setting=Supervised2021.12 | 58.5 | |
| WS-HRLsplit=canonical2021.09 | 58.4 | |
| PCDLSupervision Setting=Unsupervised2021.12 | 58.4 | |
| WS-HRLSupervision Setting=Unsupervised2021.12 | 58.4 | |
| DR-DSNsupLearning Strategy=Supervised2018.11 | 58.1 | |
| DR-DSNsupsplit=canonical2021.09 | 58.1 | |
| RSGNSupervision Setting=Unsupervised2021.12 | 58 | |
| H-RNNsplit=canonical2021.09 | 57.9 | |
| H-RNNSupervision Setting=Supervised2021.12 | 57.9 | |
| DR-DSNLearning Strategy=Unsupervised, LSTM hidden layer size=2562018.11 | 57.6 | |
| DR-DSNsplit=canonical2021.09 | 57.6 | |
| DR-DSNSupervision Setting=Unsupervised2021.12 | 57.6 | |
| VJMHTSupervision Setting=Unsupervised2021.12 | 57.3 | |
| SUM-FCNSupervision Setting=Supervised2021.12 | 56.8 | |
| GANsupLearning Strategy=Supervised2018.11 | 56.3 | |
| SUM-GANsupsplit=canonical2021.09 | 56.3 | |
| SUM-GANSupervision Setting=Supervised2021.12 | 56.3 | |
| UnpairedVSNSupervision Setting=Unsupervised2021.12 | 55.6 | |
| DPP-LSTMLearning Strategy=Supervised2018.11 | 54.7 | |
| dppLSTMsplit=canonical2021.09 | 54.7 | |
| dppLSTMSupervision Setting=Supervised2021.12 | 54.7 | |
| Bi-LSTMLearning Strategy=Supervised2018.11 | 54.2 | |
| vsLSTMsplit=canonical2021.09 | 54.2 | |
| SUM-FCNSupervision Setting=Unsupervised2021.12 | 52.7 | |
| GANdppLearning Strategy=Unsupervised2018.11 | 51.7 | |
| SMILsplit=canonical2021.09 | 51.3 | |
| SUM-GANsplit=canonical2021.09 | 50.8 | |
| SUM-GANSupervision Setting=Unsupervised2021.12 | 50.8 |