Linear Classification on Complex MNIST+FMNIST Tshirt-Dress (test)
90Accuracyct-SNE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ct-SNEEmbedding Dimension=2D, Classifier=SVM, Evaluation Protocol=Averaged over 10 random train-test splits2023.09 | 90 | 92 | 90 | |
| IMAPCEEmbedding Dimension=2D, Evaluation Protocol=Linear classification, Averaging=10 random train-test splits2023.09 | 88 | — | — | |
| Fair-NeRVEmbedding Dimension=2D, Classifier=SVM, Evaluation Protocol=Averaged over 10 random train-test splits2023.09 | 88 | 88 | 91 | |
| IMAPCEEmbedding Dimension=2D, Classifier=SVM, Evaluation Protocol=Averaged over 10 random train-test splits2023.09 | 88 | 88 | 91 | |
| Fair-NeRVEmbedding Dimension=2D, Evaluation Protocol=Linear classification, Averaging=10 random train-test splits2023.09 | 86 | — | — | |
| ct-SNEEmbedding Dimension=2D, Evaluation Protocol=Linear classification, Averaging=10 random train-test splits2023.09 | 85 | — | — | |
| cPCAEmbedding Dimension=2D, Classifier=SVM, Evaluation Protocol=Averaged over 10 random train-test splits2023.09 | 85 | 85 | 84 | |
| cPCAEmbedding Dimension=2D, Evaluation Protocol=Linear classification, Averaging=10 random train-test splits2023.09 | 83 | — | — |