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Papers Benchmarks Datasets Tasks

LFWA dataset and benchmarks · SOTA2 Research

Research Datasets

LFWA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Facial Attribute Classification

LFWA (test)

87.36Average Attribute Acc

56

Face Attribute Recognition

LFWA

87.72Accuracy

26

Few-shot classification

LFWA Cross-Domain (meta-test)

75.3Accuracy

18

Attribute Prediction

LFWA v1.0 (test)

845 o'clock Shadow

11

Gender Recognition

LFWA (test)

94Accuracy

9

Attribute Prediction

LFWA (test)

12.87Classification Error Rate

9

Facial Attribute Classification (5 o'clock Shadow)

LFWA

71.09Accuracy (PM)

5

Facial Attribute Classification (Black Hair)

LFWA

91.92Accuracy (PM)

5

Facial Attribute Classification (Big Nose)

LFWA

83.21Accuracy (PM)

5

Intersectional Fairness Evaluation

LFWA

6.25Mean OPE (%)

3

Multi-label Attribute Recognition

LFWA

12.49Error Rate

3

Attribute Classification

LFWA

3.67DoB Gender Error

2

Popular tasks

Attribute Prediction Few-shot classification Gender Recognition Attribute Classification Facial Attribute Classification

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