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Data Augmentation On Ga1457

Metrics

Classification Accuracy

Results

Performance results of various models on this benchmark

Paper Title
DiffAug92.7DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation
PaCMAP85.3Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization
hNNE77.4Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction
TopoAE74.6Topological Autoencoders
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Data Augmentation On Ga1457 | SOTA | HyperAI