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46.8 Success rate, ligand all-atom RMSD <2 Å

DiffDock-L · Success rate, ligand all-atom RMSD <2 Å · LiPP lipid–protein complexes

Tested model
DiffDock-L
Task or benchmark
Lipid–protein binding pose
Dataset
LiPP lipid–protein complexes
Procedure
Top-scoring pose; all-atom lipid RMSD below 2 Å.
Evaluation
DiffDock-L: Lipid–protein binding pose
Evidence
Independent external evaluation · source checkedThe LiPP Benchmark Set for Modeling Lipid–Protein Complexes: Comparison of Co-Folding and Docking Methods · Table 2, DiffDock-L row, LiPP (N=331) % Success Rate 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.

Results grouped by the exact reported evaluation
Metric and findingCoverage and uncertaintyEvidence
DiffDock-L: Lipid–protein binding pose

Top-scoring pose; all-atom lipid RMSD below 2 Å.

Independent external evaluation · Evaluation metadata: needs review

46.8 Success rate, ligand all-atom RMSD <2 Å

Unit: % · Direction: unknown

Uncertainty: 95% CI 41.3–52.3

Scored: Not reported · Eligible: Not reported

source checkedThe LiPP Benchmark Set for Modeling Lipid–Protein Complexes: Comparison of Co-Folding and Docking Methods · Table 2, DiffDock-L row, LiPP (N=331) % Success Rate column

Source checking is not independent reproduction.

Sources and history

Release 2026-09-16-d74d282221a9 · Record review: source checked

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Technical metadata and extraction receipts

Stable ID: lit-042

areas
molecular-interactions
tasks
Lipid–protein binding pose
printed value
46.8
numeric value
46.8
metric
Success rate, ligand all-atom RMSD <2 Å
metric direction
unknown
unit
%
uncertainty
95% CI 41.3–52.3
source locator
Table 2, DiffDock-L row, LiPP (N=331) % Success Rate column
review
method: independent_ai_table_review; reviewer: Codex omics research agent; independent source-table review, not human review; reviewed at: 2026-09-16T10:41:16.550691+00:00; notes: JATS label is bare 2, which caused original parser miss. LiPP N=331 full-set column selected, not N=36 test subset. Caption success is lipid all-atom RMSD <2 Angstrom; PB-valid is a separate table. This verifies the central score at its source location, not every metadata field or an experimental reproduction.; evidence: {"table_xml_id": "tbl2", "row_cells": ["DiffDock-L", "46.8 {41.3–52.3}", "30.5 {16.3–48.1}", "-", "50"], "selected_cell_zero_based": 1, "selected_cell_xml": "<td align=\"left\" colspan=\"1\" rowspan=\"1\">46.8 {41.3–52.3}</td>", "caption": "Success Rates (Success Defined Only by Lipid Pose All-Atom RMSD Cutoff Values Less Than 2 Å) of the Five Computational Methods Used in This Study on Lipid–Protein Complexes (via LiPP Benchmark Set) Compared to Protein-Small Molecule Complexes (via PoseBusters Benchmark Set)"}; artifact sha256: 6ff34f2f709a14858a3753abf9f8f6efa1e7e3c351f15c70cf64264193a9414e; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC13292216/fullTextXML
legacy id
lit-042
legacy row
id: lit-042; paper id: lipp-2026; domain id: molecular-interactions; task: Lipid–protein binding pose; model: DiffDock-L; model version: Not reported; dataset: LiPP lipid–protein complexes; dataset version: 331 complexes; split: Not reported; metric: Success rate, ligand all-atom RMSD <2 Å; value: 46.8; unit: %; uncertainty: 95% CI 41.3–52.3; protocol: Top-scoring pose; all-atom lipid RMSD below 2 Å.; source locator: Table 2, DiffDock-L row, LiPP (N=331) % Success Rate column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC13292216/; evaluation origin: independent_paper; reviewed utc: 2026-09-15T23:25:00Z
missing metadata
model version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract
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