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Data Augmentation On Ga1457

评估指标

Classification Accuracy

评测结果

各个模型在此基准测试上的表现结果

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