Vector Quantization on BigANN 1M (test) benchmark leaderboard · SOTA2 Research

Vector Quantization on BigANN 1M (test)

0.3MSERQ-MoE

Evaluation Results

Method	Links
RQ-MoE2026.05		0.3	72.3	99.6	100
QINCo2026.05		0.33	71.6	99.5	100
UNQ2026.05		0.47	64.3	98.8	100
LSQ2026.05		0.98	51	95.4	100
RQ-MoE2026.05		1.1	46.2	91.7	99.7
UNQ2026.05		1.12	39.7	88.3	99.6
QINCo2026.05		1.12	45.1	91	99.7
RQ2026.05		1.3	49.2	95.1	100
OPQ2026.05		1.79	41.5	89.6	99.8
LSQ2026.05		1.89	30.9	78.5	98.8
RQ2026.05		2.49	27.8	75.2	98.1
OPQ2026.05		2.97	21.4	63.9	95.3