solubility
solubilityDataset-Solubility
Description
This dataset contains 71419 amino acid sequences and its solubility label.
Protein Format: AA sequence
Splits
traing: 62478
valid: 6942
test: 1999
Related paper
The dataset is from DeepSol: a deep learning framework for sequence-based protein solubility prediction.
Label
Binary label, 1 means soluble, 0 means insoluble.
TDC_solubility_aqsoldb
TDC Solubility AqSolDB
Solubility AqSolDB dataset dataset [1], part of TDC [2] benchmark. It is intended to be used through
scikit-fingerprints library.
he task is to predict the aqeuous solubility - a measure drug's ability to dissolve in water.
Poor water solubility could lead to slow drug absorptions,
inadequate bioavailablity and even induce toxicity.
This dataset is a part of "absorption" subset of ADME tasks.
Characteristic
Description
Tasks
1
Task type… See the full description on the dataset page: https://huggingface.co/datasets/scikit-fingerprints/TDC_solubility_aqsoldb.Biogen_ADME_Solubility
Biogen ADME Solubility
Biogen_ADME_Solubility dataset from the Biogen ADME benchmark [1]. It is intended to be used through
scikit-fingerprints library.
The task is to predict log10 of aqueous solubility at pH 6.8 (in ug/mL) of molecules.
Characteristic
Description
Tasks
1
Task type
regression
Total samples
2173
Recommended split
time
Recommended metric
MAE
References
[1]
Fang, Cheng, et al.
"Prospective Validation of Machine Learning Algorithms for… See the full description on the dataset page: https://huggingface.co/datasets/scikit-fingerprints/Biogen_ADME_Solubility.solubility_prediction
Dataset Card for Solubility Prediction Dataset
Dataset Summary
This solubility prediction task involves a binary classification of a heterogenous set of proteins, assessing them as either soluble or insoluble. The solubility metric is a crucial design parameter in ensuring protein efficacy, with particular relevance in the pharmaceutical domain.
Dataset Structure
Data Instances
For each instance, there is a string representing the… See the full description on the dataset page: https://huggingface.co/datasets/chenchaozhao/solubility_prediction.biomap-research-solubility_prediction
solubility_prediction
Sourced from biomap-research/solubility_prediction and prepared for Hugging Face datasets usage.
Intended use
Prediction of protein solubility from sequence.
Provenance
Card generated (UTC): 2026-09-24
Upstream revision: unpinned (default branch; pin source_revision to a commit to reproduce the input).
Upstream dataset card: https://huggingface.co/datasets/biomap-research/solubility_prediction/blob/main/README.md (label… See the full description on the dataset page: https://huggingface.co/datasets/swhitfield/biomap-research-solubility_prediction.