Video Narration on Ego4D Narration Stream (Offline)
1.95Perplexity (PPL)LiveStarPro
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LiveStarPro2026.06 | 1.95 | 1.63 | — | 61.9 | |
| LiveStar2026.06 | 1.97 | 1.76 | — | 61.1 | |
| LION-FS2026.06 | 2.09 | 2.15 | 46.1 | 52.4 | |
| VideoLLM-MoD2026.06 | 2.41 | 2.04 | 45.2 | 48.9 | |
| VideoLLM-online2026.06 | 2.43 | 2.04 | 45.1 | 48.1 | |
| MMDuet2026.06 | 4.51 | 1.97 | — | 39.3 |