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DeepSea dataset and benchmarks · SOTA2 Research

Research Datasets

DeepSea

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Underwater Image Enhancement

DeepSea (T80)

3.071UIQM

12

Genomic Sequence Classification

DeepSEA

0.68AUROC

10

Genomic Sequence Classification

DeepSEA NAS-Bench-360

1.5Full-pipeline Runtime (GPU hours)

4

Chromatin-Profile Prediction

DeepSea compiled from ENCODE and Roadmap Epigenomics (held-out chromosomes)

96.1TF AUC

3

Popular tasks

Genomic Sequence Classification Underwater Image Enhancement Chromatin-Profile Prediction

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