result · source checked
0.812 Pearson R
AK-score-ensemble · Pearson R · CASF-2016
- Tested model
- AK-score-ensemble
- Task or benchmark
- Protein–ligand binding affinity scoring
- Dataset
- CASF-2016
- Procedure
- CASF-2016 scoring-power evaluation.
- Evaluation
- AK-score-ensemble: Protein–ligand binding affinity scoring
- Evidence
- Author-reported evaluation · source checkedAK-Score: Accurate Protein-Ligand Binding Affinity Prediction Using an Ensemble of 3D-Convolutional Neural Networks · Table 2, AK-score-ensemble / learning rate 0.0007 row, Scoring Pearson (R) column
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: needs review. Source checked does not mean independently reproduced.
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-ensemble: Protein–ligand binding affinity scoring CASF-2016 scoring-power evaluation. Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.812 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-ensemble / 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: source checked
- 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: lit-b3-048
- areas
- molecular-interactions
- tasks
- Protein–ligand binding affinity scoring
- printed value
- 0.812
- numeric value
- 0.812
- metric
- Pearson R
- metric direction
- unknown
- unit
- unitless
- uncertainty
- Not reported
- source locator
- Table 2, AK-score-ensemble / learning rate 0.0007 row, Scoring Pearson (R) column
- review
- method: independent_ai_table_review; reviewer: Codex omics research agent; independent source-table review, not human review; reviewed at: 2026-09-16T10:44:03.436853+00:00; notes: CASF-2016 scoring Pearson R with learning rate0.0007. Single-model versus ensemble blocks kept distinct; ranking/docking scores not substituted. Source check verifies central value and table context, not experiment reproduction or all metadata.; evidence: {"table_xml_id": "ijms-21-08424-t002", "row_cells": ["AK-score-ensemble", "0.0007", "0.812", "0.670", "0.589", "0.698", "36.0", "51.4", "59.7"], "selected_cell_zero_based": 2, "selected_cell_xml": "<td align=\"center\" valign=\"middle\" style=\"border-bottom:solid thin\" rowspan=\"1\" colspan=\"1\">\n<bold>0.812</bold>\n</td>", "caption": "A comparison of prediction accuracy with the CASF-2016 dataset."}; artifact sha256: 40cfd28dcd587599768ec99a6590ec593486475ff01c7b1d1f229b44aa91bf8d; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC7697539/fullTextXML
- legacy id
- lit-b3-048
- legacy row
- id: lit-b3-048; paper id: akscore-2020; domain id: molecular-interactions; task: Protein–ligand binding affinity scoring; model: AK-score-ensemble; model version: ensemble; learning rate 0.0007; dataset: CASF-2016; dataset version: Not reported; split: Not reported; metric: Pearson R; value: 0.812; unit: unitless; uncertainty: Not reported; protocol: CASF-2016 scoring-power evaluation.; source locator: Table 2, AK-score-ensemble / learning rate 0.0007 row, Scoring Pearson (R) column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC7697539/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:29:32Z
- missing metadata
- dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract