rewirebio.iobenchmarks
Protocol

GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)

Rank the actives and TocoDecoy-generated decoys of 16 GPCR targets in the GPCRrecent set with a co-folding confidence score, a rescoring function or a docking baseline, and report AUROC, BEDROC and enrichment factors averaged over targets.

14 evaluations · 140 results

Overview

An explanatory profile has not yet been reviewed for this record.

Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.

14 recorded evaluations, 140 metric rows. A comparison chart has not yet been validated for these results. The table retains the individual findings and their sources.

View coverage and remaining gaps across all benchmarks

Results

Results are available, but no reviewed comparison panel is linked in this release.

All evaluations

14 evaluations · 140 results. Different protocols are not a single leaderboard.

Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: Boltz-2 (ipTM) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
0.738 AUROC (AUROC, mean over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (ipTM) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (ipTM)', column 'AUROC' (Mean)
Configuration: Boltz-2 (ipTM) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
0.73 AUROC (AUROC, median over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (ipTM) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (ipTM)', column 'AUROC' (Med)
Configuration: Boltz-2 (ipTM) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
0.236 Bedroc (BEDROC with alpha = 80.5, mean over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (ipTM) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (ipTM)', column 'BEDROC (α = 80.5)' (Mean)
Configuration: Boltz-2 (ipTM) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
0.198 Bedroc (BEDROC with alpha = 80.5, median over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (ipTM) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (ipTM)', column 'BEDROC (α = 80.5)' (Med)
Configuration: Boltz-2 (ipTM) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
14.6 Enrichment factor (EF at the top 0.5% of the ranked library, mean over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (ipTM) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (ipTM)', column 'EF0.5%' (Mean)
Configuration: Boltz-2 (ipTM) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
12.9 Enrichment factor (EF at the top 0.5% of the ranked library, median over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (ipTM) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (ipTM)', column 'EF0.5%' (Med)
Configuration: Boltz-2 (ipTM) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
12 Enrichment factor (EF at the top 1% of the ranked library, mean over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (ipTM) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (ipTM)', column 'EF1%' (Mean)
Configuration: Boltz-2 (ipTM) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
9.3 Enrichment factor (EF at the top 1% of the ranked library, median over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (ipTM) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (ipTM)', column 'EF1%' (Med)
Configuration: Boltz-2 (ipTM) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
5.7 Enrichment factor (EF at the top 5% of the ranked library, mean over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (ipTM) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (ipTM)', column 'EF5%' (Mean)
Configuration: Boltz-2 (ipTM) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
5.03 Enrichment factor (EF at the top 5% of the ranked library, median over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (ipTM) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (ipTM)', column 'EF5%' (Med)
Configuration: Boltz-2 (min-iPAE) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
0.77 AUROC (AUROC, mean over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (min-iPAE) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (min-iPAE)', column 'AUROC' (Mean)
Configuration: Boltz-2 (min-iPAE) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
0.795 AUROC (AUROC, median over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (min-iPAE) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (min-iPAE)', column 'AUROC' (Med)
Configuration: Boltz-2 (min-iPAE) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
0.277 Bedroc (BEDROC with alpha = 80.5, mean over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (min-iPAE) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (min-iPAE)', column 'BEDROC (α = 80.5)' (Mean)
Configuration: Boltz-2 (min-iPAE) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
0.213 Bedroc (BEDROC with alpha = 80.5, median over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (min-iPAE) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (min-iPAE)', column 'BEDROC (α = 80.5)' (Med)
Configuration: Boltz-2 (min-iPAE) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
17.1 Enrichment factor (EF at the top 0.5% of the ranked library, mean over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (min-iPAE) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (min-iPAE)', column 'EF0.5%' (Mean)
Configuration: Boltz-2 (min-iPAE) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
12.9 Enrichment factor (EF at the top 0.5% of the ranked library, median over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (min-iPAE) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (min-iPAE)', column 'EF0.5%' (Med)
Configuration: Boltz-2 (min-iPAE) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
14 Enrichment factor (EF at the top 1% of the ranked library, mean over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (min-iPAE) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (min-iPAE)', column 'EF1%' (Mean)
Configuration: Boltz-2 (min-iPAE) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
10.8 Enrichment factor (EF at the top 1% of the ranked library, median over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (min-iPAE) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (min-iPAE)', column 'EF1%' (Med)
Configuration: Boltz-2 (min-iPAE) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
6.78 Enrichment factor (EF at the top 5% of the ranked library, mean over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (min-iPAE) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (min-iPAE)', column 'EF5%' (Mean)
Configuration: Boltz-2 (min-iPAE) as a screening scoreProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
5.93 Enrichment factor (EF at the top 5% of the ranked library, median over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Boltz-2 (min-iPAE) on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Boltz-2 (min-iPAE)', column 'EF5%' (Med)
Configuration: Glide_SP docking baselineProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
0.653 AUROC (AUROC, mean over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Glide_SP on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Glide_SP', column 'AUROC' (Mean)
Configuration: Glide_SP docking baselineProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
0.668 AUROC (AUROC, median over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Glide_SP on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Glide_SP', column 'AUROC' (Med)
Configuration: Glide_SP docking baselineProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
0.106 Bedroc (BEDROC with alpha = 80.5, mean over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Glide_SP on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Glide_SP', column 'BEDROC (α = 80.5)' (Mean)
Configuration: Glide_SP docking baselineProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
0.085 Bedroc (BEDROC with alpha = 80.5, median over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Glide_SP on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Glide_SP', column 'BEDROC (α = 80.5)' (Med)
Configuration: Glide_SP docking baselineProtocol: GPCRrecent screening (16 GPCR targets) (Shen et al. 2025 Table 3)
Dataset: GPCRrecent, 16 GPCR targets
5.9 Enrichment factor (EF at the top 0.5% of the ranked library, mean over the 16 GPCRrecent targets)
unitless · higher

Uncertainty: Not reported by the source: The source prints no interval or spread for this value

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Glide_SP on GPCRrecent (Shen et al. 2025 Table 3)

hitdisc-20261022-protocol-shen-gpcrrecent-16

Aggregation: Not reported

Shen et al. 2025, Chemical Science (Europe PMC full text) · Table 3, row 'Glide_SP', column 'EF0.5%' (Mean)

Source checking is not independent reproduction. Release 2026-10-22-1b7cf027e4f6.

Methods and evaluation design

Procedure, tasks and evaluated configurations

Recorded evaluations

Each evaluation records what was tested and under which conditions.

Explore all linked results

Baseline coverage

Reference methods help show what a model adds beyond simple controls. We track a null control and a conventional method for each protocol.

0 of 2 active baseline roles have published Rewire measurements in this release. Measurements on a selected protocol do not establish coverage of an entire suite.

No execution recipe linked to this protocol. Recipe availability does not establish a completed evaluation.

Author-reported evaluations
14

Literature evidence is not a Rewire measurement. Executed but unpublished runs and private review status are not included.

Null control

Proposed control: requires review

Protocol-specific valid geometric or structural control

Protocol-specific applicability, permitted inputs, access, split, evaluator and execution requirements need review before implementation or execution.

This is a suggested selection rule, not a validated method or a measured score.

Conventional reference

Proposed control: requires review

Upstream conventional structural reference with matched templates and cutoffs

Protocol-specific applicability, permitted inputs, access, split, evaluator and execution requirements need review before implementation or execution.

This is a suggested selection rule, not a validated method or a measured score.

Protocol coverage CSV (gzip) · Model evaluation matrix (gzip) · Source table (gzip) · Release and checksums (gzip)

Coverage is derived from release 2026-10-22-1b7cf027e4f6. Source citations describe the original records; they do not validate an unreviewed baseline proposal. No results have been generated by this audit.

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No runnable recipe has been reviewed for this protocol. Dataset access, model requirements, licences and compute requirements must be checked against its sources before execution.

Strengths, limitations and unresolved questions

Evidence

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Evidence table

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Release 2026-10-22-1b7cf027e4f6 · Record review: source checked

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Technical metadata and extraction receipts

Stable ID: hitdisc-20261022-protocol-shen-gpcrrecent-16

areas
molecular-interactions
contexts
research
task
Protein-ligand virtual screening (library ranking)
publication status
peer_reviewed
review
method: scope-review; automated-source-review; reviewer: claude; reviewer note: Claude review agent, independent of the extraction agent; no human review claimed; date: 2026-10-22; method note: Read the record against the pinned sources and against docs/use-cases.md and docs/record-contract.md.; note: Record checked against the pinned source and the record contract. Transcription checked; not reproduced and not reviewed by a human scientist.; artifact sha256: 11a4cee97057d9e72f9393024d22fdd169e3134f493367eee2f7869facf9ccf8; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12704515/fullTextXML; receipt: data/omics/use-case-coverage-hitdisc-20261022/review.json
metric
enrichment-factor
metric direction
higher
unit
unitless
metric qualifier
mean and median over the GPCRrecent targets
metric definition
AUROC, BEDROC with alpha = 80.5 (the top 2% of the ranked list contributes 80% of the score), and enrichment factors at 0.5%, 1% and 5%, each reported as the mean and the median over targets. EFx% is the ratio of true positives found in the top x% of the ranked compounds relative to random selection.
protocol
Receptor structures retrieved from the PDB and prepared with the Protein Preparation Wizard; ligands prepared with LigPrep; co-folding, rescoring and docking all applied to the same compounds.
denominator
16
version
Shen et al. 2025, Table 3
source locator
Table 3
control
Targets whose first crystal structure was released after 2022, chosen so that the structural inputs postdate the co-folding models' training data.
limitations
Enrichment factors depend on the actives-to-inactives ratio and on how the negatives were built, which differ by more than an order of magnitude between the benchmarks in this store (1:30 for DEKOIS 2.0, 1:50 for GPCRrecent, and from about 1:43 to about 1:200 across the five LIT-PCBA targets scored here, reaching about 1:18000 for LIT-PCBA ADRB2). Values from different protocols are not comparable.; The decoys are generated by a conditional recurrent neural network (TocoDecoy) at 1:50, not assayed inactives.; The temporal control covers crystal structures only. The authors exclude Boltz-2's affinity module from this analysis because its binding-data training sources overlap the benchmark, and say the set cannot reflect the generalisation of affinity predictors.; AF3 was not run on this set; Protenix and Boltz-2 were used as representatives because of their lower memory requirements.
scope note
Retrospective: the method ranks a curated set of actives and negatives that were assembled before the evaluation, not compounds selected and then tested.
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