Video Summarization on Video-MME Long Videos
44.6Clip CoherenceGemini 2.5 Pro
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Gemini 2.5 Protau=0.6, # Segments number of clips=9.21 ± 10.40, Clips meaningful text length=325.6, Speed (Generation time per clips)=120s avg / video, Cost in Dollar=1.25 input / 10 output per M Token2026.01 | 44.6 | 67.4 | 41.5 | |
| Gemini 2.5 Flashtau=0.6, # Segments number of clips=18.32 ± 31.03, Clips meaningful text length=203.5, Speed (Generation time per clips)=80–85s avg / video, Cost in Dollar=0.3 input / 2.5 output per M Token2026.01 | 41 | 70.1 | 37.9 | |
| Infinite Video-to-Video Clips Generationtau=0.6, # Segments number of clips=6.46 ± 1.67, Clips meaningful text length=258.3, Speed (Generation time per clips)=30–55s / video, Cost in Dollar=0.3 input / 2.5 output per M Token2026.01 | 34.8 | 72.1 | 33.9 |