ATOM3D
A living collection of eight curated 3D molecular-learning tasks spanning small molecules, protein interactions and mutations, ligand binding, and protein/RNA structure ranking.
Scientific task · Variant and perturbation effect
Protein-complex mutation stability prediction
Predict whether a mutation increases or decreases the stability of a protein complex or interaction.
蛋白质复合物突变稳定性预测
Definition and search aliases
- Permanent ID
protein-complex-mutation-stability-prediction- Aliases
- mutation stability prediction, complex stability change
- Deprecated aliases
- None
- Hierarchy
- Leaf task under Molecular interaction and binding
Coverage
1 benchmark families cover this task
Evidence-backed count claims
Each row keeps its original unit and basis. Rows with different units or overlapping mappings are never added.
| Benchmark | Mapped task | Coverage | Count | Version | Evidence |
|---|---|---|---|---|---|
| ATOM3D root: atom3d | Protein-complex mutation stability prediction official-track · high | explicitly-in-scope | 1 tasks Curated 3D benchmark datasets. | v0.2.6 as of 2026-07-22 | atom3d-paper-definition-evidence |
Official evaluations connected to these benchmarks
Runs are included only for benchmark records mapped here (and formal child tracks when a mapped suite is the root). A task mapping does not imply that every run isolates this task.
| Work | Provider / class | Related runs |
|---|---|---|
| ATOM3D: Tasks On Molecules in Three Dimensions | Stanford University benchmark_creator | atom3d-creator-full |