Unverified50% confidenceBenchmarkExact time
In experiments based on the Banking77 dataset, the BGE-small + logistic regression combination achieved 93.3% accuracy, while Jev achieved only 83.2%.
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50%
Confidence
Medium-term (~90 days)
Relevance
9/23/2026
First Seen
Valid until: 12/22/2026
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UnverifiedIn the first round of 34 logical reasoning questions, a single-head model similar to JEV achieved an accuracy of 94.12%, while GAN8 achieved 93.01%, nearly tied.76% similarUnverifiedFor the 7B model, accuracy with the solver was 75.31% versus 72.02% for direct calculation, a paired improvement of +3.29 percentage points, with a 95% cluster interval of [-3.49, 10.38] crossing zero, making the advantage non-significant.70% similarUnverifiedIn the fourth round of fusion experiments, treating JEV as the 9th framework and taking the highest score yielded an overall accuracy of 81.5%, but parity dropped back to 50%.66% similarUnverifiedAfter intelligent filtering, the draft acceptance rate in mathematical reasoning scenarios increased from 76.9% to 92.5%.64% similarUnverified研究表明人类评估者在判断LLM输出的事实准确性时，正确率往往只有50%-70%64% similar
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