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Single-cell dataset and benchmarks · SOTA2 Research

Research Datasets

Single-cell

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Clustering improvement

Single-cell datasets

2.111Avg Rank (NMI)

27

Open-world Semi-Supervised Learning

Single-cell

89.9Seen Accuracy

13

Single-cell

0.018Mean 1-Wasserstein Distance

5

Causal Perturbation Mapping

single-cell dataset zero-shot setting

7.3W2

5

Popular tasks

Open-world semi-supervised learning Clustering improvement Causal Perturbation Mapping Matching

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