evaluation · needs review

PMF (LASSO): Protein–ligand binding energy prediction

Evaluation procedure

PMF-only LASSO baseline evaluated by the same authors.

Metadata review: needs review. Unreported conditions prevent automatic comparisons.

Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.

Evaluated configurationMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
PMF (LASSO): Protein–ligand binding energy prediction Model: PMF (LASSO) · Benchmark: Protein–ligand binding energy prediction · Dataset: Fingerprint-scoring benchmark PMF-only LASSO baseline evaluated by the same authors. Author-reported evaluation · Evaluation metadata: needs review
0.67 Pearson R Unit: unitless · Direction: unknown	Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported	source checkedMachine-Learning- and Knowledge-Based Scoring Functions Incorporating Ligand and Protein Fingerprints · Table 1, PMF / LASSO row, R column Source checking is not independent reproduction.

Release 2026-09-16-d74d282221a9 · Record review: needs review

Technical metadata and extraction receipts

Stable ID: evaluation-lit-b3-051

areas: molecular-interactions
tasks: Protein–ligand binding energy prediction
origin: author_reported
protocol: PMF-only LASSO baseline evaluated by the same authors.
version: Not reported
comparison: protocol id: Not reported; dataset version: Not reported; split: Not reported; population: Not reported; inputs: Not reported; adaptation: Not reported; metric implementation: Not reported; aggregation: Not reported; budget: Not reported
missing metadata: model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract

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