ResearchBenchmarksSingle-alert on OVO-BenchSingle-alert on OVO-BenchFollow37.5PAROMA-0.989.011928.99Jan 15, 2026Evaluation resultsMethodMethodLinksPAPOCRRROMA2026.0137.553.635.42ROMAMixed Training=trueMixed Training=true2026.0134.550.825ROMAwpos=2wpos=22026.013152.7639.58ROMAwpos=4wpos=42026.013152.1537.5ROMAK=1K=12026.012656.431.25M4-a2026.0125.5——MMDuet2026.012229.4416.67ROMASpeak Head=withoutSpeak Head=without2026.0112.5120VideoLLM-online2026.010.54.1327.08Dispider2026.01—25.3448.75