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Papers Benchmarks Datasets Tasks

RAVDESS dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

RAVDESS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Dynamic Facial Expression Recognition

RAVDESS 7-class

83.69WAR

8

Audio Classification

RAVDESS (test)

0.46Accuracy

7

Self Reenactment

RAVDESS

26.551PSNR

6

Portrait Image Animation

RAVDESS

5.223Sync-C

6

Visual-to-Audio Prediction

RAVDESS (test)

77.72Accuracy

5

Audio-to-Visual Prediction

RAVDESS (test)

79.92Accuracy

5

Gender Classification

RAVDESS

100Weighted Accuracy

5

Affective Computing

RAVDESS 8cl/en (test)

22.8UAR

4

Audio Classification

RAVDESS (10-fold cross-val)

75.4Accuracy

4

Visual-to-Audio Knowledge Distillation

RAVDESS

74.43Accuracy

3

Audio-to-Visual Knowledge Distillation

RAVDESS

73.83Accuracy

3

Binary Audio Classification

RAVDESS (test)

68.55Mean Accuracy

3

Speech Emotion Recognition

RAVDESS song

85.8Accuracy

1

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Popular tasks

Emotion Recognition Speech Emotion Recognition Audio Classification Talking Head Generation Audio-to-Visual Prediction

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