Result

0.906 ± 0.003 AUROC

GraphBind: AUROC on SJC test split

Tested configuration: GraphBind
Protocol: SJC test split (protein-small molecule binding-site prediction)
Dataset: SJC test split
Procedure: Residue-level small-molecule binding-site classification. 80/10/10 train/validation/test partition of nonredundant sequences.
Evaluation: GraphBind: SJC test split
Coverage: scored: unreported; eligible: unreported
Uncertainty: printed: 0.003; value: 0.003; type: not explicitly identified in inspected table or caption
Evidence: Independent external evaluation · source checkedProtein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning · Table 3 (Tab3), row 3 GraphBind, column 5: SJC test split AUROC

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.

Reproduction

Split: Residue-level small-molecule binding-site classification. 80/10/10 train/validation/test partition of nonredundant sequences.
Adaptation: Paper-specific predictor and its documented input information
Scoring implementation: Not reported

No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.

Access requirements and official instructions: SJC test split (protein-small molecule binding-site prediction)

Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.

Evidence

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Evidence table

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1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
Reported result 0.906 ± 0.003 Individual claims	Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning Original source ↗ Table 3 (Tab3), row 3 GraphBind, column 5: SJC test split AUROC Version: version of record Retrieved: 2026-09-16T10:41:06Z	source checked Primary-table transcription and separate automated source review · 2026-09-17 independent paper 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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Release 2026-09-29-06401fd5b220 · Record review: source checked

1 source records and release history

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-afdce2cee34b41cf09

areas: proteins-complexes
tasks: protein-small molecule binding-site prediction
printed value: 0.906 ± 0.003
numeric value: 0.906
metric: AUROC
metric direction: higher
unit: unitless
uncertainty: printed: 0.003; value: 0.003; type: not explicitly identified in inspected table or caption
eligible count: Not reported
scored count: Not reported
reported population: Not reported
source locator: Table 3 (Tab3), row 3 GraphBind, column 5: SJC test split AUROC
source occurrences: source id: clape-smb-2024; locator: Table 3 (Tab3), row 3 GraphBind, column 5: SJC test split AUROC
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

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evaluation: GraphBind: SJC test split

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