Datasets › AIDS
AIDS
AIDS is a graph dataset. It consists of 2000 graphs representing molecular compounds which are constructed from the AIDS Antiviral Screen Database of Active Compounds. It contains 4395 chemical compounds, of which 423 belong to class CA, 1081 to CM, and the remaining compounds to CI.
Source: DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model Image Source: https://www.researchgate.net/figure/Sample-component-in-AIDS-kernel-dataset-with-Graphwave-based-structural-role-colors-Here_fig1_338282222
Benchmarks archive 2025-07-28
All 2 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 | ||||
|---|---|---|---|---|---|---|
| Graph Classification | AIDS | FIT-GNN Accuracy 84.3 | FIT-GNN: Faster Inference Time for GNNs Using Coarsening | Roy-Shubhajit/FIT-GNN | 2 | Compare |
| Continual Learning | AIDS | TEST 1:3 Accuracy 2 | Advances and Challenges in Foundation Agents: From... | foundationagents/awesome-foundation-agents | 1 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 67. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems | 1 | 1 | 31 Mar 2025 | not harvested |
| FIT-GNN: Faster Inference Time for GNNs Using Coarsening | 1 | 1 | 19 Oct 2024 | not harvested |
| DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model | 0 | 1 | 10 Dec 2017 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- AIDS
1 variant name, as the archive lists them.
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