Unverified50% confidenceBenchmarkExact time
PLLM+ reduced the average processing time per snippet from 368.7 seconds to 71.8 seconds, a speedup of more than 5×.
1
Sources
50%
Confidence
Long-term
Relevance
9/24/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedResearch shows that the average lag time of top simultaneous interpreters is only 2–3 seconds, while the lag of traditional machine simultaneous interpretation systems often exceeds 5 seconds.70% similarUnverifiedA five-minute recording conducted on the UNO Q at a 0.5 Hz sampling rate showed a pipeline latency median of 467.8 milliseconds and a 95th percentile of 580.3 milliseconds.68% similarUnverifiedTypical NDI latency is on the order of a few frames to tens of milliseconds.66% similarUnverifiedVideo real-time processing typically requires completing single-frame processing within 33 milliseconds, whereas VLM inference latency far exceeds this requirement, and a pure VLM solution may be 10 to 100 times slower than real-time.66% similarUnverifiedThe P95 runtime of the author's prompts rose from under 7 minutes to over 16 minutes and 20 seconds66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/946085API
curl https://kongchang.com/api/v1/knowledge/claims/946085MCP
get_claim(id=946085)