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Long-context language modeling evaluation research benchmarks · SOTA2 Research

Long-context language modeling evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.8Score

120

Feb 26, 2026

RULER Context Length = 8K

89.59Average Accuracy (RULER 8K)

72

Apr 8, 2026

97.36Score (4K)

49

May 29, 2026

100Single-key Accuracy

29

May 29, 2026

0Average Sparsity

28

Feb 26, 2026

HELMET held-out eval

57.61Accuracy (8K Context)

13

Feb 26, 2026

88.6Average Score (RULER 32K)

12

Jun 1, 2026

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