Unverified50% confidenceBenchmarkExact time
When faced with 50 nearest-neighbor tools with a single correct tool present, Laya's accuracy drops sharply to 31%, while Jev maintains 98%.
1
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50%
Confidence
Long-term
Relevance
10/5/2026
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Related Claims
UnverifiedThe author believes Laya is currently slightly inferior to Jev in terms of accuracy.67% similarUnverifiedA gating accuracy of 58% reported in the paper was mistakenly treated as end-to-end quality, whereas the true end-to-end quality is 98%.66% similarUnverifiedJCE所谓的'可靠'实际只有约60%的准确率，因误差累积连续5步后整体成功率仅剩约7.8%65% similarUnverifiedIn the LongMemEval benchmark, BM25 and embedding solutions converge to approximately 95% accuracy at 20 chunks64% similarVerifiedINT8 quantization loses approximately 0.5% accuracy while halving VRAM usage; INT4 quantization compresses VRAM to 1/4 of the original with an accuracy loss of approximately 1–3%.63% similar
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