DeepSea
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Underwater Image Enhancement | DeepSea (T80) | UIQM3.071 | 12 | |
| Genomic Sequence Classification | DeepSEA | AUROC0.68 | 10 | |
| Genomic Sequence Classification | DeepSEA NAS-Bench-360 | Full-pipeline Runtime (GPU hours)1.5 | 4 | |
| Chromatin-Profile Prediction | DeepSea compiled from ENCODE and Roadmap Epigenomics (held-out chromosomes) | TF AUC96.1 | 3 |
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