Unverified50% confidenceBenchmarkExact time
After replaying the same conversation three times, SME's performance rose from 92.5% to 95%, while the comparison solution LORAC dropped from a high position to 87.5%.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/29/2026
First Seen
Valid until: 12/28/2026
Sources
Related Entities
Related Claims
UnverifiedAccording to the author's disclosure, SME achieves approximately 1.79x improvement in write throughput, 7.4x improvement in batch ingestion, and 127 to 159x faster graph retrieval speed.66% similarUnverifiedThe standard margin of error for Gallup polls is typically kept within ±3–4 percentage points at a 95% confidence level.63% similarUnverified99.3%通过率（283/285）对应的95%置信区间约为97.5%-99.9%（使用Wilson区间估计）62% similarUnverifiedHyperSAE将MSE重建误差从4.57降至4.12（下降9.8%），交叉熵恢复率从75.5%提升至78.9%62% similarUnverifiedOn chat workloads, pruning low-confidence tokens raises the acceptance rate from 45.7% to 95.7%62% similar
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