Script-driven Video Summarization on SM-VideoXum
27.3F1 ScoreSD-MVSum
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SD-MVSumScript modality=✓, Visual modality=✓, Transcript modality=✓2025.10 | 27.3 | — | — | |
| SD-VSumScript modality=✓, Visual modality=✓, Transcript modality=X2025.10 | 24.4 | — | — | |
| CSTAScript modality=X, Visual modality=✓, Transcript modality=X2025.10 | 23.5 | 0.176 | 0.233 | |
| CLIP-ItScript modality=✓, Visual modality=✓, Transcript modality=X2025.10 | 22.8 | — | — | |
| PGL-SUMScript modality=X, Visual modality=✓, Transcript modality=X2025.10 | 22.1 | 0.153 | 0.203 | |
| A2SummScript modality=X, Visual modality=✓, Transcript modality=✓2025.10 | 21.3 | 0.145 | 0.193 |