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Biased MNIST dataset and benchmarks · SOTA2 Research

Research Datasets

Biased MNIST

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Digit Classification

Biased MNIST unbiased (test)

96.02Accuracy

24

Image Classification

Biased MNIST rho = 0.9

62.47Accuracy

6

Image Classification

Biased MNIST rho = 0.8

66.21Accuracy

6

Image Classification

Biased MNIST v2 (test)

65Accuracy

6

Image Classification

Biased MNIST 32-shot

69.65Accuracy (p=0.8)

5

Image Classification

Biased MNIST 16-shot

66.21Accuracy (p=0.8)

5

Popular tasks

Image Classification Digit Classification

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