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Papers Benchmarks Datasets Tasks

Key-Value Retrieval research benchmarks · SOTA2 Research

Key-Value Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LITM (Lost in the Middle)

99.9Accuracy

33

Mar 12, 2026

Key-Value Retrieval

Attention Buckets

100Accuracy (0%)

18

Jun 29, 2026

99.6Precision@1

14

Feb 26, 2026

InfiniteBench 8k

96Accuracy

12

Feb 26, 2026

InfiniteBench 4k

100Accuracy

12

Feb 26, 2026

InfiniteBench 16k

87Accuracy (%)

10

Feb 26, 2026

Key-value retrieval 140 pairs (test)

GPT-3.5-Turbo-16k

100P@1 Precision

7

Feb 26, 2026

Key-value retrieval 300 pairs (test)

GPT-3.5-Turbo-16k

100Precision@1 (P1)

6

Feb 26, 2026

Popular datasets

InfiniteBench Key-value retrieval KV Retrieval LITM

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