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ResearchFormerly WizWand

Vector Quantization on Deep1M D = 96 (test)

0.05MSEQINCo

Evaluation results

Method	Links
QINCo2026.05		0.05	59.6	98.1	100
RQ-MoE2026.05		0.05	60.2	98.6	100
QINCo2026.05		0.06	53	96.2	100
RQ-MoE2026.05		0.06	53.8	96.5	100
UNQ2026.05		0.06	51.5	95.8	100
UNQ2026.05		0.07	47.9	93	99.8
LSQ2026.05		0.09	42.3	89.7	99.8
LSQ2026.05		0.09	42	89.5	99.9
RQ2026.05		0.1	43	90.8	99.8
RQ2026.05		0.1	43	90.6	99.9
QINCo2026.05		0.12	36.3	84.6	99.4
RQ-MoE2026.05		0.12	36.5	85	99.5
RQ-MoE2026.05		0.14	31.6	79.2	98.9
OPQ2026.05		0.14	34.9	82.2	98.9
UNQ2026.05		0.14	29.2	77.5	98.8
OPQ2026.05		0.14	34.9	82.2	98.9
QINCo2026.05		0.15	29.4	77.6	98.5
UNQ2026.05		0.16	26.7	72.6	97.3
LSQ2026.05		0.17	24.5	69.4	96.9
LSQ2026.05		0.17	24.6	68.7	96.8
RQ2026.05		0.19	22.3	64.7	95.5
RQ2026.05		0.2	21.3	63.6	95.2
OPQ2026.05		0.25	15.2	51.2	87.8
OPQ2026.05		0.26	16	51.3	88.6