Vector Quantization on BigANN1M D = 128 (test) benchmark leaderboard · SOTA2 Research

Vector Quantization on BigANN1M D = 128 (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
RQ-MoE2026.05		0.44	66.4	99.3	100
QINCo2026.05		0.47	65.5	99.1	100
UNQ2026.05		0.47	64.3	98.8	100
UNQ2026.05		0.57	59.3	98	100
LSQ2026.05		0.98	51.1	95.4	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
RQ-MoE2026.05		1.29	42.3	91.1	99.7
RQ2026.05		1.3	49	95	100
RQ2026.05		1.3	49.2	95.1	100
QINCo2026.05		1.4	39.5	86.4	99.3
UNQ2026.05		1.51	34.6	82.8	99
OPQ2026.05		1.79	40.5	89.9	99.8
OPQ2026.05		1.79	41.5	89.6	99.8
LSQ2026.05		1.89	30.9	78.5	98.8
LSQ2026.05		1.91	31.7	79.4	98.9
RQ2026.05		2.49	27.5	75.4	98.2
RQ2026.05		2.49	27.8	75.2	98.1
OPQ2026.05		2.95	21.7	64.3	95.2
OPQ2026.05		2.97	21.4	63.9	95.3