Result

0.486 ± 0.005 MCC

GraphBind: MCC 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
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 4: SJC test split MCC

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
GraphBind: SJC test split Configuration: GraphBindProtocol: SJC test split (protein-small molecule binding-site prediction)Dataset: SJC test split Residue-level small-molecule binding-site classification. 80/10/10 train/validation/test partition of nonredundant sequences. Independent external evaluation · Evaluation metadata: needs review
0.486 ± 0.005 MCC Unit: unitless · Direction: higher	Uncertainty: printed: 0.005; value: 0.005; 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 3 (Tab3), row 3 GraphBind, column 4: SJC test split MCC 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 0.486 ± 0.005 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 4: SJC test split MCC 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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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-42d845442e40d9846c

areas: proteins-complexes
tasks: protein-small molecule binding-site prediction
printed value: 0.486 ± 0.005
numeric value: 0.486
metric: MCC
metric direction: higher
unit: unitless
uncertainty: printed: 0.005; value: 0.005; 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 4: SJC test split MCC
source occurrences: source id: clape-smb-2024; locator: Table 3 (Tab3), row 3 GraphBind, column 4: SJC test split MCC
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: GraphBind: SJC test split

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