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Papers Benchmarks Datasets Tasks

Candidate-ranking Retrieval research benchmarks · SOTA2 Research

Candidate-ranking Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Needle 8192-token synthetic probes

57.8Accuracy

8

Jun 4, 2026

Diagnostic Probes 1024-token context

96.7Needle Accuracy

6

Jun 4, 2026

8192-token synthetic probes Weighted average

50.6Accuracy

4

Jun 4, 2026

8192-token synthetic probes Semantic paraphrase+distractor

16.7Accuracy

4

Jun 4, 2026

synthetic probes Semantic paraphrase 8192-token

50Accuracy

4

Jun 4, 2026

Synthetic probes 8192-token Semantic exact

52.1Accuracy

4

Jun 4, 2026

8192-token synthetic probes Bridge-window

59.9Accuracy

4

Jun 4, 2026

Popular datasets

synthetic probes Needle Diagnostic Probes

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