evaluation · needs review
AK-score-single: Protein–ligand binding affinity scoring
Evaluation procedure
CASF-2016 scoring-power evaluation.
- Model
- AK-score-single
- Benchmark
- Protein–ligand binding affinity scoring
- Dataset
- CASF-2016
- origin
- Author-reported evaluation
- configuration
- single; learning rate 0.0007
- protocol id
- Not reported
- dataset version
- Not reported
- split
- Not reported
- population
- Not reported
- inputs
- Not reported
- adaptation
- Not reported
- metric implementation
- Not reported
- aggregation
- Not reported
- budget
- Not reported
Metadata review: needs review. Unreported conditions prevent automatic comparisons.
Evaluation results
Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| AK-score-single: Protein–ligand binding affinity scoring CASF-2016 scoring-power evaluation. Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.759 Pearson R Unit: unitless · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedAK-Score: Accurate Protein-Ligand Binding Affinity Prediction Using an Ensemble of 3D-Convolutional Neural Networks · Table 2, AK-score-single / learning rate 0.0007 row, Scoring Pearson (R) column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- AK-Score: Accurate Protein-Ligand Binding Affinity Prediction Using an Ensemble of 3D-Convolutional Neural Networks · Original source · version of record
Technical metadata and extraction receipts
Stable ID: evaluation-lit-b3-049
- areas
- molecular-interactions
- tasks
- Protein–ligand binding affinity scoring
- origin
- author_reported
- protocol
- CASF-2016 scoring-power evaluation.
- version
- single; learning rate 0.0007
- comparison
- protocol id: Not reported; dataset version: Not reported; split: Not reported; population: Not reported; inputs: Not reported; adaptation: Not reported; metric implementation: Not reported; aggregation: Not reported; budget: Not reported
- missing metadata
- dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract
Related records
- model: AK-score-single
- benchmark: Protein–ligand binding affinity scoring
- dataset: CASF-2016
- evaluation: AK-score-single · Pearson R · CASF-2016