Unverified50% confidenceBenchmarkExact time
In the holdout run, across 20 reruns on 10 already-reported cases, the verdict was identical in 20 runs; across the 10 licensed job openings, the verdict was identical in 19 runs.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/17/2026
First Seen
Valid until: 10/31/2026
Sources
Related Entities
Related Claims
UnverifiedThe coverage gate benchmark run found only 8 of the 20 cases, failing to meet the pass condition.74% similarUnverified数据回放中每类保留约20个样本即可获得明显的遗忘抑制效果73% similarUnverifiedA hand-crafted library of 22 calculators achieved perfect accuracy on the 440 cases it supported, but abstained on the remaining cases, yielding an overall coverage rate of only 40.0%.71% similarUnverifiedIn few-shot scenarios (e.g., approximately 20 samples per class), multi-class subdivision should be abandoned, all defects should be collapsed into a binary classification problem (defective/non-defective), and specific classification should be left to manual post-processing.70% similarUnverifiedIn the first group of 20 files, 11 compiled on the first pass, and 9 failed.70% similar
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