Video Summarization on TVSum single ground truth (test)
70.1F1 ScoreSemantic-Guided Unsupervised Video Summarization
Evaluation results
| Method | Links | |
|---|---|---|
| Semantic-Guided Unsupervised Video SummarizationSupervision=Unsupervised2026.01 | 70.1 | |
| SUM-GAN-GEASupervision=Unsupervised2026.01 | 68.2 | |
| DMFFSupervision=Unsupervised2026.01 | 65.3 | |
| SUM-GAN-slSupervision=Unsupervised2026.01 | 65.3 | |
| AC-SUM-GANSupervision=Unsupervised2026.01 | 64.8 | |
| SUM-GAN-AAESupervision=Unsupervised2026.01 | 63.9 | |
| AALVSSupervision=Supervised2026.01 | 63.6 | |
| M-AVSSupervision=Supervised2026.01 | 61 | |
| A-AVSSupervision=Supervised2026.01 | 59.4 | |
| DTR-GANSupervision=Supervised2026.01 | 59.1 | |
| SASUMSupervision=Supervised2026.01 | 58.2 | |
| Cycle-SUMsupSupervision=Unsupervised2026.01 | 58.1 | |
| Cycle-SUMdppSupervision=Unsupervised2026.01 | 57.9 | |
| Cycle-sumSupervision=Unsupervised2026.01 | 57.6 | |
| SUM-GANsupSupervision=Unsupervised2026.01 | 56.3 | |
| SUM-GANdppSupervision=Unsupervised2026.01 | 51.7 | |
| SUM-GANSupervision=Unsupervised2026.01 | 50.8 |