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Papers Benchmarks Datasets Tasks

Long document retrieval research benchmarks · SOTA2 Research

Long document retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LongBench Retrieval v2 (full)

AttentionRetriever

0.484F1 Score

55

Feb 26, 2026

NaturalQuestions (test)

AttentionRetriever

59.98F1 Score

11

Feb 26, 2026

ConditionalQA (test)

AttentionRetriever

35.26F1 Score

11

Feb 26, 2026

AttentionRetriever

84.22F1 Score

11

Feb 26, 2026

AttentionRetriever

46.18F1 Score

11

Feb 26, 2026

AttentionRetriever

56.63F1 Score

11

Feb 26, 2026

81.92Average Score

8

Jun 18, 2026

LongEmbed (test)

Mistral 7B v0.1

44.7Mean over Task

4

Apr 21, 2026

Popular datasets

LongEmbed LongBench NaturalQuestions QASPER ConditionalQA

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