Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Text-to-motion research benchmarks · SOTA2 Research

Text-to-motion

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

82.8R@3

44

Apr 28, 2026

67.5R TOP1

17

Feb 27, 2026

HumanML3D 272-dim (test)

52.9R-Precision Top 1

14

Jul 8, 2026

0.316R@1

13

Mar 20, 2026

MotionHub (test)

66.7R-Precision (T1)

12

Mar 10, 2026

HumanML3D 10 (test)

77.8R-Precision@1

12

Mar 10, 2026

1.53FID

12

Feb 26, 2026

HumanML3D (test)

0.081AITS (s)

11

Feb 26, 2026

HumanML3D General (test)

1.284MM Dist

9

May 26, 2026

KIT-ML 36 (test)

0.437R-Precision (Top-1)

8

May 27, 2026

HumanML3D 15 (test)

52.5R-Precision Top-1

8

May 27, 2026

Motion-Text T2M (final-stage)

31.59Accuracy

7

Jun 30, 2026

HumanML3D official evaluator from MotionStreamer (test)

9.46FID

7

Mar 18, 2026

Custom Diverse Text-to-Motion 1.0 (test)

3.59Locomotion Score

5

Feb 26, 2026

KIT Motion-Language 43 (test)

0.963APE (Positional) - Root Joint

4

Feb 26, 2026

90.4Semantic Consistency

3

Mar 26, 2026

HumanML3D Frequency (test)

5.259MM Dist

2

Feb 26, 2026

Motion-X 1.0 (test)

—

—R-Precision (Top1)

0

Feb 26, 2026

Motion-X (test)

—

—R@1 Score

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Popular datasets

HumanML3D Motion-X KIT-ML User Study KIT Motion-Language

Follow for updates

Join SOTA2 Contact