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Papers Benchmarks Datasets Tasks

Extended Yale B dataset and benchmarks · SOTA2 Research

Research Datasets

Extended Yale B

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Person Identity Classification

Extended Yale B (test)

99.58Accuracy

23

Face Clustering

Extended Yale B 3 Subjects

1.92Mean Clustering Error

11

Subspace Clustering

Extended Yale B (3 standard splits + 20 random trials)

0.58Mean AMI

10

Subspace Clustering

Extended Yale B 38 subjects

2.67Mean Clustering Error

10

Subspace Clustering

Extended Yale B 35 subjects

0.027Mean Clustering Error

10

Subspace Clustering

Extended Yale B 30 subjects

2.07Mean Clustering Error

10

Subspace Clustering

Extended Yale B 25 subjects

1.75Mean Clustering Error

10

Subspace Clustering

Extended Yale B 20 subjects

1.73Mean Clustering Error

10

Subspace Clustering

Extended Yale B 15 subjects

1.69Mean Clustering Error

10

Face Clustering

Extended Yale B 10 Subjects

10.94Mean Clustering Error

6

Subspace Clustering

Extended Yale B 5 subjects

5.7Average Computational Time (s)

5

Subspace Clustering

Extended Yale B 3 subjects

1.9Average Computational Time (s)

5

Face Clustering

Extended Yale B 10 subjects

67.19Accuracy

4

Subspace Clustering

Extended Yale B 20 subjects

1.25Clustering Error

4

Lighting Condition Classification

Extended Yale B (test)

96.1Accuracy

4

Subspace Clustering

Extended Yale B 38 subjects

1.52Clustering Error

2

Subspace Clustering

Extended Yale B 35 subjects

1.62Clustering Error

2

Subspace Clustering

Extended Yale B 30 subjects

1.67Clustering Error

2

Popular tasks

Subspace Clustering Face Clustering Lighting Condition Classification Person Identity Classification

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