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Papers Benchmarks Datasets Tasks

BEAT dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

BEAT

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Monadic Co-speech Gesture Synthesis

BEAT 47 (test)

96BeatAlign

5

Gesture Generation

BEAT

123.7FGD

5

Speech-driven gesture generation

BEAT2 (Unseen Speakers)

0.371FGD

4

Motion tracking

BEAT2 (test)

99Success Rate

4

Emotion Prediction

BEAT v2

100BLEU@1

4

Gesture Generation

BEAT 2

3.76MOS (Realness)

4

Iconic Gesture Placement

BEAT 2 (test)

68.64Accuracy

2

Iconic Gesture Intensity Regression

BEAT2

0.08MAE

2

Gesture Emotion Editing

BEAT (test)

79Boundary Accuracy

1

Gesture Generation

BEAT v2 (test)

—Primary metric

0

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Popular tasks

Gesture Generation Co-speech gesture generation Speech-driven gesture generation Gesture Synthesis Non-facial Gesture Generation

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