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Penguins dataset and benchmarks · SOTA2 Research

Research Datasets

Penguins

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Dimensionality Reduction

penguins

0.001Class Angular Distortion Index

8

penguins

7.8Improvement in Balanced Accuracy

8

penguins

0.077MMD

8

Multiclass Classification

penguins

100AUC

7

Object Counting

Penguins (Mixed)

9.81Max Count

6

Object Counting

Penguins Separated

3.74Max Count

6

Logical Reasoning

Penguins

98Final Accuracy

4

Prompt optimization

Penguins

68.6Accuracy

4

Logical Reasoning

Penguins

72.734Accuracy

4

Symbolic Reasoning

Penguins

93.3Solve Rate

4

Popular tasks

Logical reasoning Object Counting Classification Symbolic Reasoning Dimensionality Reduction

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