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ResearchFormerly WizWand

Key-Value Retrieval on Key-Value Retrieval

100Accuracy (0%)Attention Buckets

Evaluation results

Method	Links
Attention Buckets2026.06		100	94.6	88.6	91.6	87.6	65.8	88
MoICE2026.06		100	93.2	90.2	87.4	89.4	70	88.4
Attention Buckets2026.06		100	79.8	54.4	58.2	68.4	89.2	75.6
Positional Interpolation2026.06		100	93.2	91.2	88.6	98.6	99	95.1
Attention Buckets2026.06		100	89.2	91.4	91.6	98.2	99.2	94.9
Ms-PoE2026.06		100	94.2	91.2	93.6	98	99.2	96
MoICE2026.06		99.8	71.2	52.2	54.8	74.4	91.4	74
Baseline2026.06		99.8	88.6	92.6	90.6	99	99.2	95
MoICE2026.06		99.8	88	92.6	91.6	99	99.4	95.1
LPES2026.06		99.8	97.4	93.2	94	99.2	99.2	97.1
LPES2026.06		99.4	92.8	87.8	93.6	90.4	88.8	92.1
LPES2026.06		99.2	82.4	57.2	56.2	70.4	89.6	75.8
Positional Interpolation2026.06		98.6	92.8	83.8	90	85.8	83	89
Baseline2026.06		95.2	71.6	81	79	77.4	73.4	80.9
Ms-PoE2026.06		95.2	63.2	84.8	91.6	87.4	77.8	83.3
Positional Interpolation2026.06		95.2	53.6	31.8	28.6	61.6	83.6	59.1
Baseline2026.06		90.2	34.2	44	16.6	59.8	79.4	54
Ms-PoE2026.06		90.2	27.2	27.6	59.4	70.4	89	60.6