Metric: F1-score (higher is better)
| # | Model↕ | F1-score▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TAC-SUM | 54.48 | No | Cluster-based Video Summarization with Temporal ... | 2024-04-06 | Code |
| 2 | SegSum | 54 | No | - | - | Code |
| 3 | RS-SUM | 52 | No | - | - | Code |
| 4 | CSNet | 51.3 | No | Discriminative Feature Learning for Unsupervised... | 2018-11-24 | Code |
| 5 | CA-SUM | 51.1 | No | - | - | Code |
| 6 | AC-SUM-GAN | 50.8 | No | - | - | Code |
| 7 | SUM-GAN-AAE | 48.9 | No | - | - | Code |
| 8 | SUM-GAN-sl | 47.8 | No | - | - | Code |
| 9 | Cycle-SUM | 41.9 | No | Cycle-SUM: Cycle-consistent Adversarial LSTM Net... | 2019-04-17 | - |
| 10 | DR-DSN | 41.4 | No | Deep Reinforcement Learning for Unsupervised Vid... | 2017-12-29 | Code |