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Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
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ScrambleBench: A Workflow for Comparative Assessment of Structure-based de novo Generative Models

Authors: Yap, Veincent;

ScrambleBench: A Workflow for Comparative Assessment of Structure-based de novo Generative Models

Abstract

Data Availability for ScrambleBench The zipped file contained all of the information needed to reproduce the main and supplementary figure of the manuscript: ScrambleBench: A Workflow for Comparative Assessment of Structure-based de novo Generative Models (Updated as of 12 Feb 2026) You can explore the folders which contains the README.md for further information. Main Figure Figure 1 directory: output_analysis_supporting/diversity_resultfile: SixProtein_Benchmark_DiversityAnalysis_HamDivMCES.csv Figure 2-7 (Distribution Figure shown in Raincloud plot) directory: output_scramblebench_data_warehousefile: data_warehouse_without_molblock.csv (Docking Figure of Generated Ligand) directory: output_virtual_hitsfile: best_compound_23dec_*.sdf (Docking Figure of Native Complex) directory: input_proteinfile: [protein_name]_complex_autoprepared.pdb Main Table Table 3 directory: output_generation/Docking/phase_score/hypofile: all files inside Table 4-5, 8-9, 12-13 (Time) directory: output_generation/generation_logfile: all files inside (Generated Ligand) directory_1: output_generation/*nov_*/summaryfile_1: all files inside directory_2: output_generation/*nov_*/cheminformatics_input_preparedfile_2: all files inside Table 6-7, 10-11, 14-15 directory: output_virtual_hitsfile: virtual_hits*.csv Supplementary Figure All Docking Figure containing Native Complex is available here:directory: input_proteinfile: [protein_name]_complex_autoprepared.pdb Figure 1 directory: input_external_data/SuppFig1file: SupplementaryFigure1.xlsx Figure 2 directory: output_analysis_supporting/diversity_resultfile: ThreeProtein_Benchmark_DiversityAnalysis_RASCALConfig_HamDivMCES.csv Figure 3 directory: output_analysis_supporting/GenBench3D_finetunefile: data.yaml Figure 4 directory: output_generation/Docking/Glide/generated_ligandfile: kinase_gsk3b_glide-dock_SP_nonforce_planar_lib.sdfgz (ligand ID: control_36) Figure 5 directory: output_generation/Docking/phase_score/hypofile: all files inside Figure 6 directory: output_analysis_supporting/diversity_resultfile: SixProteinBenchmark_DiversityAnalysis_HamDivECFP.csv Figure 7 directory: output_analysis_supporting/diversity_resultfile: SixProteinBenchmark_DiversityAnalysis_Average_Tanimoto.csv Figure 8 directory: output_scramblebench_data_warehousefile: data_warehouse_without_molblock.csv Figure 9 directory: output_generation/*nov_*/genbench_analysis/output_jsonfile: all json files Figure 10 directory: output_generation/Docking/Vina/output_generated_ligandfile: gpcr_5ht2c_input_docking_vina.sdf (ligand ID: Pocket2Mol_num500_444) Figure 11 directory: input_external_data/SuppFig11file: 1Q3D_prepared.pdb directory: output_virtual_hitsfile: best_compound_23dec_DiffSBDD.sdf Figure 12 directory: input_external_data/SuppFig12file: crossdocked_set_ids.txt and uniprot_protein_family_list.txt Figure 13 directory: output_generation/Docking/Glide/generated_ligandfile: /kinase_cdk2_glide-dock_SP_nonforce_planar_lib.sdfgz (ligand_ID: PMDM_num100_10) Figure 14 directory: input_external_data/SuppFig12file: wu-04_docking_pose.sdf (4th pose) Figure 15-20 directory: output_virtual_hitsfile: best_compound_23dec_*.sdf

Inputs, Configs, Outputs Please find the files within the zipped file below for technical implementations: Docking parameters and config files directory: output_generation/Docking Protein Target used as benchmark directory: input_protein Generated Ligand Datasets directory: output_generation/*nov_*/summary Model Configs Pocket2Mol: output_generation/*nov_*/Pocket2Mol/sample_for_pdb.yaml (Other Models Are Described in the Github repository https://github.com/Feriolet/ScrambleBench)

Keywords

Cheminformatics, Generative AI

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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Average