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Papers Benchmarks Datasets Tasks

NIAH dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

NIAH

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Information Retrieval

NIAH

2Delta Accuracy

3

Long-context retrieval

NIAH

0Delta Accuracy (Δacc)

3

NIAH 1M

83.4Score

2

Needle Retrieval

NIAH 64K 10 needles per trial (test)

66Accuracy

2

Needle Retrieval

NIAH 32K 10 needles per trial (test)

51Accuracy

2

Needle Retrieval

NIAH 8K 10 needles per trial (test)

39Accuracy

2

Long-context Retrieval

NIAH

100NIAH Score

2

Needle-In-A-Haystack Retrieval

NIAH Single 2

94Success Rate (4K Context)

2

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Popular tasks

Long-context retrieval Needle-In-A-Haystack Retrieval Information Retrieval Needle Retrieval Needle-in-a-Haystack

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