Benchmark Research

WaveflowDB Benchmarking Papers

Comprehensive performance evaluations demonstrating WaveflowDB's superior accuracy, precision, and efficiency across enterprise and specialized domains.

5
Benchmark Papers
200k+
Documents Tested
5.5×
Performance Gain
Enterprise Performance
2025
WaveflowDB Benchmarking: Enterprise Retrieval Reinvented

MS MARCO benchmark results demonstrating full-corpus reranking with MRR of 0.55 @ 161,536 documents

MRR @ 161,536 docs: 0.55
Full-corpus reranking
Unified retrieval stack
Tech Assessment
2025
WaveflowDB Technology Assessment 2025

Comprehensive technology benchmarking assessment showing 307% higher precision and 179% higher F1 score vs Pinecone

307% higher precision @ top-5
179% higher F1 score
Zero embedding overhead
Biomedical
August 2025
Biomedical Benchmarking Results - Hybrid Filtering

RAG-MINI-BIOASQ dataset evaluation showing up to 281.6% higher precision with next-generation hybrid filtering

281.6% higher precision
161.9% higher F1 score
Hybrid filtering breakthrough
Real-World
May 2025
Real-World Vector Search Benchmark

Evaluated on 172.6MB, 5,432-page multi-domain enterprise dataset with 5.5× higher precision

5.5× higher precision
3.7× higher F1 score
65% fewer documents retrieved
Biomedical Technical
2025
RAG-MINI-BIOASQ Technical Evaluation

High-fidelity benchmarking on 40,200 biomedical passages demonstrating consistent improvements

40,200 passages tested
6.3% precision improvement
Domain-specialized