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Papers Benchmarks Datasets Tasks

Motion-to-Text research benchmarks · SOTA2 Research

Motion-to-Text

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

HumanML3D (test)

100BLEU@4

48

Apr 24, 2026

60.2R@1

20

Jun 9, 2026

88.1RPrecision Top3

14

Feb 27, 2026

54R@1

8

Feb 26, 2026

Motion-Text M2T (final-stage)

59.17Accuracy

7

Jun 30, 2026

46.01RP3

3

Feb 26, 2026

Motion-X (test)

—

—R@3

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Popular datasets

HumanML3D Motion-X KIT-ML Human Motion ARCTIC+GRAB

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