Unverified50% confidenceBenchmarkExact time
For the E4012 query, BM25 ranks the correct page 1st (score 1/61) and vector search ranks it 14th (1/74); after RRF fusion the correct page scores about 0.030 while the E4021 page scores about 0.016, nearly doubling the correct page's score.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/20/2026
First Seen
Valid until: 1/18/2027
Sources
Related Entities
Related Claims
UnverifiedOn 194 Yelp text judgments, B1 (0.8B) got 184 correct and B2 (4B) got 192 correct; the average NLLs were 0.09620 and 0.04024, respectively.68% similarUnverifiedOn a self-built test set (120 real queries, 38 of which contain identifiers), pure vector retrieval hit 21/38 identifier queries, pure BM25 (with an identifier-preserving tokenizer) hit 36/38, and hybrid + RRF hit all 38.62% similarUnverifiedThe page linked to by the result is labeled with version information for tier-4-v2, indicating that the benchmark itself has undergone iterations and that directly comparing scores across versions is not rigorous.62% similarUnverifiedYoutu-Parsing-Omni has the best reading order score in the table at 0.1104, and its structural table score (TEDS-S) of 98.20 is also first.61% similarUnverified2.5-24 scored 48.09 in actual agent testing, compared with second place's 38.19.59% similar
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