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Sequence Classification research benchmarks · SOTA2 Research

Sequence Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

80.36Micro F1

64

Feb 26, 2026

97.92Micro F1

64

Feb 26, 2026

90.2Micro F1

64

Feb 26, 2026

57.13Micro F1

64

Feb 26, 2026

Huffpost low-resource (test)

84.21Micro F1

64

Feb 26, 2026

Breast Cancer dataset

86.8Accuracy

36

Feb 26, 2026

Transformer (Full Attn)

98.85Accuracy (%)

35

Jun 9, 2026

GLUE & SuperGLUE (MultiRC, COPA, RTE, BoolQ, MRPC, CoLA)

86.11MultiRC Accuracy

24

May 1, 2026

Bit-stream XOR Event-based (irregular) encoding (test)

99.72Accuracy

18

Feb 26, 2026

Bit-stream XOR Equidistant encoding (test)

100Accuracy

18

Feb 26, 2026

15.01Classification Error

16

Jun 5, 2026

TransEvolve-randomFF-2

66.1Accuracy

13

Feb 26, 2026

Sequence Classification n=20

98.6Accuracy

11

Jun 4, 2026

Sequence Classification n=15

97.8Accuracy

11

Jun 4, 2026

Sequence Classification n=9

100Accuracy

11

Jun 4, 2026

Sequence Classification n=3

100Accuracy

11

Jun 4, 2026

99.63Accuracy

11

Jun 12, 2026

Bit-stream sequence Event-based encoding (test)

98.89Accuracy

11

Feb 26, 2026

Bit-stream sequence Dense encoding (test)

1Test Accuracy

11

Feb 26, 2026

CIFAR-10 sequential standard (test)

93.15Accuracy

10

Feb 26, 2026

98.7Accuracy

9

Jun 12, 2026

MassiveIntent European Languages

88.8Accuracy

8

Jun 2, 2026

MassiveIntent All Languages

88.2Accuracy

8

Jun 2, 2026

AmazonReviews European Languages

64.7Accuracy

8

Jun 2, 2026

AmazonReviews All Languages

63.6Accuracy

8

Jun 2, 2026

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