| Paper | Code | F1-score (Canonical) | F1-score (Augmented) | Kendall's Tau | Spearman's Rho | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| Combining Global and Local Attention with Positional Encoding for Video Summarization | ✓ Link | 55.6 | PGL-SUM | 2021-12-01 | |||
| Relational Reasoning Over Spatial-Temporal Graphs for Video Summarization | 54.5 | 55.3 | RR-STG | 2022-04-06 | |||
| DSNet: A Flexible Detect-to-Summarize Network for Video Summarization | ✓ Link | 53.0 | 53.3 | DSNet | 2020-12-01 | ||
| Summarizing Videos with Attention | ✓ Link | 49.71 | 51.09 | VASNet | 2018-12-05 | ||
| Video Summarization with Attention-Based Encoder-Decoder Networks | 44.4 | 46.1 | M-AVS | 2017-08-31 | |||
| CSTA: CNN-based Spatiotemporal Attention for Video Summarization | ✓ Link | 0.246 | 0.274 | CSTA | 2024-05-20 |