ResearchBenchmarksStreaming Narration on OVO-Bench SSR (test)Streaming Narration on OVO-Bench SSR (test)Follow0.1454F1 ScoreROMA0.029440.0595450.089650.119755Jan 15, 2026Evaluation resultsMethodMethodLinksF1 ScoreBERT ScoreGPT ScoreROMA2026.010.14540.830.42ROMAwpos=4wpos=42026.010.13480.750.34ROMAwpos=2wpos=22026.010.10380.570.38VideoLLM-online2026.010.10240.840.18ROMAK=1K=12026.010.09640.780.32MMDuet2026.010.09020.790.31ROMAtraining_strategy=Mixe...training_strategy=Mixed Training2026.010.08880.80.33ROMAcomponent=without Spea...component=without Speak Head2026.010.03390.770.26