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Behavior Classification research benchmarks · SOTA2 Research

Behavior Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.367F1 Score

18

Feb 26, 2026

88MAP

18

Mar 11, 2026

76.3Accuracy

7

May 26, 2026

77.99Accuracy

7

May 26, 2026

78.56Accuracy

7

May 26, 2026

MABe Behavior Challenge 2022 (Round 1 evaluation)

27.4T5 chase

6

Feb 26, 2026

CalMS21 Task 1 (test)

MSGL-Transformer

87.09Accuracy

4

Apr 10, 2026

80.9MAP

4

Feb 26, 2026

Combined Cohorts (CNTNAP2, CHD8, FMR1) (test)

74.17Accuracy

2

May 26, 2026

Popular datasets

VOICES MABe CalMS Fly CalMS21

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