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S-NIAH dataset and benchmarks · SOTA2 Research

Research Datasets

S-NIAH

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Long-context retrieval

S-NIAH

10.5Latency (s)

27

Semantic Needle-In-A-Haystack

S-NIAH

52.4Accuracy

27

Number in haystack retrieval

S-NIAH-2 number

100Accuracy (1K Context)

14

Single-Needle-in-a-Haystack

S-NIAH (test)

100Exact Match Accuracy

12

Long-context Retrieval

S-NIAH

99.6Exact Match Accuracy

12

Synthetic Retrieval

S-NIAH

98.9Score

4

Popular tasks

Long-context retrieval Semantic Needle-In-A-Haystack Synthetic Retrieval Single-Needle-in-a-Haystack Number in haystack retrieval

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