ResearchBenchmarksLong Video Understanding on LVBench (Performance & Accuracy)Follow53.3Overall AccuracyAdaReTaKe45.547.52549.5551.575Jul 6, 2026Evaluation ResultsMethodMethodLinksOverall AccuracyLatency (s)Throughput (FPS)AdaReTaKeLLM=72B, Candidate=1024LLM=72B, Candidate=10242026.0753.3178.155.8QSVideoLLM=8B, Candidate=2048...LLM=8B, Candidate=2048, Selected=322026.0749.191.1722.5SEALLLM=34B, Candidate=204...LLM=34B, Candidate=2045, Selected=162026.0745.91,702.241.2QSVideoLLM=8B, Candidate=2048...LLM=8B, Candidate=2048, Selected=162026.0745.888.7323.1