ResearchBenchmarksVector Quantization on BigANN 1MFollow1.1MSERQ-MoE1.0881.1691.251.331May 14, 2026Evaluation ResultsMethodMethodLinksMSERQ-MoEBeam Search=trueBeam Search=true2026.051.1QINCo2Beam Search=trueBeam Search=true2026.051.13RQ-MoEBeam Search=falseBeam Search=false2026.051.29QINCo2Beam Search=falseBeam Search=false2026.051.4