Published September 20, 2026
| Version v1.0.0
Software
Open
Reproducibility package for controlled multi-regime evaluation of drug-target affinity models
Authors/Creators
Description
Reproducibility release accompanying the manuscript:
"Model Rankings in Drug–Target Affinity Prediction Vary Across Evaluation Regimes: A Controlled Multi-Seed Study of Model-Comparison Reliability"
This release contains:
- frozen split indices and cryptographic hashes;
- source code for the three primary fusion models;
- controlled DeepDTA-style and GraphDTA-GCN-style baselines;
- formal experimental configurations;
- final run-level and aggregated results for all 126 prespecified evaluations;
- integrity-audit and held-out-test provenance materials;
- the exploratory VEGFR2 case-study analysis;
- the formal software-environment specification.
The original KIBA and Davis datasets are not redistributed in this repository.
Notes
Files
qingqingyuanyuan/dta-model-comparison-reliability-v1.0.0.zip
Additional details
Related works
- Is supplement to
- Software: https://github.com/qingqingyuanyuan/dta-model-comparison-reliability/tree/v1.0.0 (URL)