Datasets › HIV (Human Immunodeficiency Virus)
HIV (Human Immunodeficiency Virus)
The HIV dataset was introduced by the Drug Therapeutics Program (DTP) AIDS Antiviral Screen, which tested the ability to inhibit HIV replication for over 40,000 compounds. Screening results were evaluated and placed into three categories: confirmed inactive (CI), confirmed active (CA), and confirmed moderately active (CM).
Check https://link.springer.com/chapter/10.1007/978-3-540-89689-0_33
Benchmarks archive 2025-07-28
All 5 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Molecular Property Prediction | HIV dataset | DVMP AUC 0.810 | Dual-view Molecule Pre-training | microsoft/DVMP | 11 | Compare |
| Drug Discovery | HIV dataset | GraphConv + dummy super node + focal loss AUC 0.851 | Learning Graph-Level Representation for Drug Discovery | microljy/graph_level_drug_discovery +1 | 5 | Compare |
| Graph Classification | HIV dataset | CIN++ ROC-AUC 80.63 | CIN++: Enhancing Topological Message Passing | twitter-research/cwn | 5 | Compare |
| Molecular Property Prediction | HIV | Deep-CBN ROC-AUC 97.3 | Integrating convolutional layers and biformer network... | akianfar/Deep-CBN | 4 | Compare |
| Graph Classification | HIV | GTOT-Tuning ROC-AUC 78.2 | Fine-Tuning Graph Neural Networks via Graph Topology... | youjibiying/gtot-tuning | 3 | Compare |
Papers archive 2025-07-28
20 shown of 20 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 20. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- HIV dataset
- HIV
- HIV (Human Immunodeficiency Virus)
3 variant names, as the archive lists them.
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