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Papers Benchmarks Datasets Tasks

Long-range sequence modeling research benchmarks · SOTA2 Research

Long-range sequence modeling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Long Range Arena (LRA) (test)

90.69Accuracy (Text)

196

Jun 29, 2026

Long Range Arena (LRA)

90.53Text Accuracy

177

May 26, 2026

63.14ListOps Accuracy

26

Feb 26, 2026

ListOps Long Range Arena (LRA) 2K (test)

Efficient Attention + GFSA

37.9Accuracy

6

Feb 26, 2026

Permuted MNIST (test)

98.13Accuracy

6

Feb 26, 2026

Sequential MNIST (test)

0.992Accuracy

6

Feb 26, 2026

ListOpsMix (test)

70.43Accuracy

5

Feb 26, 2026

Long Range Arena (LRA) (full suite)

60.45ListOps

5

Feb 26, 2026

Sequential CIFAR-10 (test)

73.42Accuracy

3

Feb 26, 2026

Popular datasets

Long Range Arena MNIST ListOps CIFAR LRA

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