Unverified50% confidenceBenchmarkExact time
The inversion pipeline built in this study can recover about 47% of the original text on the ViDoRe v3 benchmark and ranks its source document first in 98.4% of queries.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
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Related Claims
UnverifiedAgainst order shuffling, a model specifically trained to recover order can raise the proportion of "source page ranked first" from 3.8% to 93.5%, almost returning to the level without defense.67% similarUnverifiedIn a prompt injection resistance test, Jev maintained the technical support classification by treating the message content as untrusted text, keeping the refund probability at 3%.58% similarUnverified文本分块策略、检索召回数量（Top-K）、重排序模型（Reranker）是影响RAG系统最终效果的三个关键变量56% similarUnverifiedError correction levels L, M, Q, and H can recover approximately 7%, 15%, 25%, and 30% of damaged or obscured data, respectively.56% similar
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