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Co-speech gesture generation research benchmarks · SOTA2 Research

Co-speech gesture generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BEAT All Speakers 2

8.103BC

31

Mar 30, 2026

BEAT-2 (1 Speaker)

7.971BC

17

Feb 26, 2026

4.247FGD

13

Apr 14, 2026

BEAT One Speaker v2 (Speaker 2)

12.11FGD

12

May 27, 2026

BEATX Standard (test)

1.017FGD

11

Feb 26, 2026

SuSuInterActs (test)

62.2R@1

8

Apr 6, 2026

91.67Naturalness

8

Feb 26, 2026

0FGD

7

Feb 26, 2026

0FGD

7

Feb 26, 2026

TED Gesture & TED Expressive User Study (test)

4.33Naturalness

7

Feb 26, 2026

SHOW 4 speakers

18.92FGD

6

Mar 30, 2026

Human Evaluation User Study

3.71Naturalness

6

Feb 26, 2026

TED Gesture (test)

0FGD

6

Feb 26, 2026

TED-Expressive (test)

4.16Naturalness

6

Feb 26, 2026

BEAT 2 (Novel 5 speakers)

Intentional-Gesture

68.6BC

6

Feb 26, 2026

BEAT2 All 25 Speakers

6.145FGD

5

May 27, 2026

Multi-speaker co-speech gesture dataset

—

—Primary metric

0

Feb 26, 2026

Popular datasets

BEAT TED Gesture Human Evaluation TED TED-Expressive

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