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Vector Quantization on BigANN1M D = 128 (test)

0.3MSE

RQ-MoE

Updated 19d ago

Evaluation Results

Method	Links
RQ-MoE 2026.05		0.3	72.3	99.6	100
QINCo 2026.05		0.33	71.6	99.5	100
RQ-MoE 2026.05		0.44	66.4	99.3	100
QINCo 2026.05		0.47	65.5	99.1	100
UNQ 2026.05		0.47	64.3	98.8	100
UNQ 2026.05		0.57	59.3	98	100
LSQ 2026.05		0.98	51.1	95.4	100
LSQ 2026.05		0.98	51	95.4	100
RQ-MoE 2026.05		1.1	46.2	91.7	99.7
UNQ 2026.05		1.12	39.7	88.3	99.6
QINCo 2026.05		1.12	45.1	91	99.7
RQ-MoE 2026.05		1.29	42.3	91.1	99.7
RQ 2026.05		1.3	49	95	100
RQ 2026.05		1.3	49.2	95.1	100
QINCo 2026.05		1.4	39.5	86.4	99.3
UNQ 2026.05		1.51	34.6	82.8	99
OPQ 2026.05		1.79	40.5	89.9	99.8
OPQ 2026.05		1.79	41.5	89.6	99.8
LSQ 2026.05		1.89	30.9	78.5	98.8
LSQ 2026.05		1.91	31.7	79.4	98.9
RQ 2026.05		2.49	27.5	75.4	98.2
RQ 2026.05		2.49	27.8	75.2	98.1
OPQ 2026.05		2.95	21.7	64.3	95.2
OPQ 2026.05		2.97	21.4	63.9	95.3