SIDER

archive 2025-07-28

SIDER contains information on marketed medicines and their recorded adverse drug reactions. The information is extracted from public documents and package inserts. The available information include side effect frequency, drug and side effect classifications as well as links to further information, for example drug–target relations.

Source: Side Effect Resource Image Source: http://sideeffects.embl.de/drugs/2756/

Homepage Benchmarks Papers JSON

Benchmarks archive 2025-07-28

All 3 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	SIDER	BioAct-Het ROC-AUC 91.11	BioAct-Het: A Heterogeneous Siamese Neural Network for...	CBRC-lab/BioAct-Het	19	Compare
Drug Discovery	SIDER	elEmBERT-V1 AUC 0.778	Structure to Property: Chemical Element Embeddings and a...	dmamur/elembert	4	Compare
Graph Classification	SIDER	GTOT-Tuning ROC-AUC 63.5	Fine-Tuning Graph Neural Networks via Graph Topology...	youjibiying/gtot-tuning	2	Compare

Papers archive 2025-07-28

18 shown of 18 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 19. 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
Integrating convolutional layers and biformer network with forward-forward and backpropagation training	1	1	28 Feb 2025	not harvested
Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck	1	1	20 Feb 2025	not harvested
Fine-tuning Graph Neural Networks by Preserving Graph Generative Patterns	1	1	21 Dec 2023	ran 13 of 13 samples (0 unverified; 13 pointer-only for licence)
BioAct-Het: A Heterogeneous Siamese Neural Network for Bioactivity Prediction Using Novel Bioactivity Representatio	1	1	15 Oct 2023	not harvested
Structure to Property: Chemical Element Embeddings and a Deep Learning Approach for Accurate Prediction of Chemical Properties	1	1	17 Sep 2023	not harvested
GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text	1	1	14 Aug 2023	ran 1 of 1 samples (0 unverified)
MolXPT: Wrapping Molecules with Text for Generative Pre-training	1	1	18 May 2023	not harvested
Bidirectional Generation of Structure and Properties Through a Single Molecular Foundation Model	1	1	19 Nov 2022	ran 1 of 2 samples (1 unverified)
Galactica: A Large Language Model for Science	1	5	16 Nov 2022	ran 0 of 2 samples (2 unverified)
Uni-Mol: A Universal 3D Molecular Representation Learning Framework	1	1	8 Sep 2022	not harvested
Fine-Tuning Graph Neural Networks via Graph Topology induced Optimal Transport	1	1	20 Mar 2022	ran 0 of 2 samples (2 unverified)
ChemRL-GEM: Geometry Enhanced Molecular Representation Learning for Property Prediction	0	1	11 Jun 2021	not harvested
Self-Supervised Graph Transformer on Large-Scale Molecular Data	3	2	18 Jun 2020	not harvested
Oblique Decision Trees from Derivatives of ReLU Networks	1	1	30 Sep 2019	not harvested
Strategies for Pre-training Graph Neural Networks	11	2	29 May 2019	ran 10 of 14 samples (4 unverified; 2 pointer-only for licence)
Analyzing Learned Molecular Representations for Property Prediction	4	1	2 Apr 2019	ran 3 of 15 samples (12 unverified)
N-Gram Graph: Simple Unsupervised Representation for Graphs, with Applications to Molecules	1	2	24 Jun 2018	ran 0 of 14 samples (14 unverified)
Low Data Drug Discovery with One-shot Learning	0	1	10 Nov 2016	not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Graph Classification Drug Discovery Molecular Property Prediction Molecular Property Prediction (1-shot))

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

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

SIDER

1 variant name, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections