Unverified50% confidenceBenchmarkExact time
NarraSpace achieves an average accuracy of 80.88%±2.56% across 50 random seeds on the official 48-person test set of the ADReSS benchmark.
1
Sources
50%
Confidence
Long-term
Relevance
10/21/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAfter averaging probabilities, NarraSpace achieves 81.25% accuracy and an AUC of 91.32% on the ADReSS test set.77% similarUnverifiedIn the fact-updating task, the success rate of the embedding retrieval method fluctuated between 0.30 and 0.95, with a maximum gap of 0.45 across different random seeds.73% similarUnverifiedUnder the condition of n=100 with an even split of positive and negative samples, the 95% confidence interval for 55% accuracy is roughly 45%–65%, which covers the 50% baseline, so the 5 percentage point gap may be random fluctuation.71% similarUnverifiedIn the benchmark, the random policy obtained an average of approximately 0.56 badges.71% similarUnverifiedAn Anthropic randomized trial had 52 engineers (mostly junior) learn an unfamiliar Python library; the AI-assisted group averaged 50% on the comprehension quiz, while the handwritten-code group averaged 67%, with the largest gap on debugging-type questions; the speed advantage brought by AI was about 2 minutes and was not statistically significant.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1078825API
curl https://kongchang.com/api/v1/knowledge/claims/1078825MCP
get_claim(id=1078825)