tdc
intern-s1-mini-context-conditioned-molecule-transfer-v10-3-tdc-bbb-martins-bestscGPTintern-s1-mini-context-conditioned-molecule-transfer-v9-0-2-tdc-v2-skin-reaction-bestintern-s1-mini-context-conditioned-molecule-transfer-v10-3-tdc-v2-hp-bioavailability-ma-bestintern-s1-mini-context-conditioned-molecule-transfer-v10-3-tdc-pinned-carcinogens-2xcwcpulintern-s1-mini-context-conditioned-molecule-transfer-v10-3-tdc-pinned-dili-xnkoqruxGeneformertrojan-base-pythia-1.4b-test-phase
Datasets
All datasets matching “tdc”TDC23-RedTeaming
TDC 2023 (LLM Edition) - Red Teaming Track
This is the combined dev and test set from the Red Teaming Track of TDC 2023.
Citation
If find this dataset useful, please cite the following work:
@inproceedings{tdc2023,
title={TDC 2023 (LLM Edition): The Trojan Detection Challenge},
author={Mantas Mazeika and Andy Zou and Norman Mu and Long Phan and Zifan Wang and Chunru Yu and Adam Khoja and Fengqing Jiang and Aidan O'Gara and Ellie Sakhaee and Zhen Xiang and Arezoo… See the full description on the dataset page: https://huggingface.co/datasets/walledai/TDC23-RedTeaming.TDC_herg_central_at_10umtest
TDC_pampa_ncats
TDC PAMPA NCATS
PAMPA NCATS dataset [1], part of TDC [2] benchmark. It is intended to be used through
scikit-fingerprints library.
NCATS subset of PAMPA dataset.
PAMPA (parallel artificial membrane permeability assay) is an assay to evaluate drug permeability across the cellular membrane. The task models only the passive membrane diffusion. This is “NCATS” subset of the dataset created at National Center for Advancing Translational Sciences (NCATS).
This dataset is a part of… See the full description on the dataset page: https://huggingface.co/datasets/scikit-fingerprints/TDC_pampa_ncats.TDC_herg_central_at_1umTDC_caco2_wang
TDC Caco-2 Wang
Caco-2 Wang dataset [1], part of TDC [2] benchmark. It is intended to be used through
scikit-fingerprints library.
The task is to predict the rate at which drug passes through Caco-2 cells that serve as in vitro simulation of human intestinal tissue.
This dataset is a part of "absorption" subset of ADME tasks.
Characteristic
Description
Tasks
1
Task type
regression
Total samples
910
Recommended splitscaffold
Recommended metric
MAE… See the full description on the dataset page: https://huggingface.co/datasets/scikit-fingerprints/TDC_caco2_wang.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.