Result

0.412 ± 0.057 Precision

CLAPE-SMB: Precision on COACH420, trained on CHEN11

Tested configuration: CLAPE-SMB
Protocol: COACH420, trained on CHEN11 (protein-small molecule binding-site prediction)
Dataset: COACH420, trained on CHEN11
Procedure: Residue-level small-molecule binding-site classification. CHEN11 training, COACH420 test.
Evaluation: CLAPE-SMB: COACH420, trained on CHEN11
Evidence: Author-reported evaluation · source checkedProtein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning · Table 2 (Tab2), row 4 CLAPE-SMB, column 3: COACH420, trained on CHEN11 Precision

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 2026-09-17-d277315f7d76 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.

Evaluation setupMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
CLAPE-SMB: COACH420, trained on CHEN11 Configuration: CLAPE-SMBProtocol: COACH420, trained on CHEN11 (protein-small molecule binding-site prediction)Dataset: COACH420, trained on CHEN11 Residue-level small-molecule binding-site classification. CHEN11 training, COACH420 test. Author-reported evaluation · Evaluation metadata: needs review
0.412 ± 0.057 Precision Unit: unitless · Direction: higher	Uncertainty: printed: 0.057; value: 0.057; type: not explicitly identified in inspected table or caption Scored: Not reported · Eligible: Not reported	source checkedProtein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning · Table 2 (Tab2), row 4 CLAPE-SMB, column 3: COACH420, trained on CHEN11 Precision Source checking is not independent reproduction.

Evidence table

Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.

One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.

1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-09-17-d277315f7d76
Property and statement	Original source and location	Review and provenance
Reported result 0.412 ± 0.057 Individual claims	Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning Original source ↗ Table 2 (Tab2), row 4 CLAPE-SMB, column 3: COACH420, trained on CHEN11 Precision Version: version of record Retrieved: 2026-09-16T10:41:06Z	source checked Primary-table transcription and separate automated source review · 2026-09-17 author reported Audit details Source checked does not mean experimentally reproduced. Field: `attributes.printed_value` Source artifact SHA-256: `215919244c3dd2dfb0b55fce91c211430fd8d4aee4bb28bd03eab9f4feb73e62` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact

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Sources and history

Release 2026-09-17-d277315f7d76 · Record review: source checked

Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning · Original source · version of record

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Technical metadata and extraction receipts

Stable ID: paper-result-cef2f0889aade7c724

areas: proteins-complexes
tasks: protein-small molecule binding-site prediction
printed value: 0.412 ± 0.057
numeric value: 0.412
metric: Precision
metric direction: higher
unit: unitless
uncertainty: printed: 0.057; value: 0.057; type: not explicitly identified in inspected table or caption
eligible count: Not reported
scored count: Not reported
reported population: Not reported
source locator: Table 2 (Tab2), row 4 CLAPE-SMB, column 3: COACH420, trained on CHEN11 Precision
source occurrences: source id: clape-smb-2024; locator: Table 2 (Tab2), row 4 CLAPE-SMB, column 3: COACH420, trained on CHEN11 Precision
review: method: Primary-table transcription and separate automated source review; date: 2026-09-17; note: Source checked does not mean experimentally reproduced.
missing metadata: scored count: unreported; eligible count: unextracted; checkpoint revision: unextracted; uncertainty: inapplicable

Related records

evaluation: CLAPE-SMB: COACH420, trained on CHEN11

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