rewire.it
Evaluation

P2Rank: SJC test split

Residue-level small-molecule binding-site classification. 80/10/10 train/validation/test partition of nonredundant sequences.

Evaluation procedure

Residue-level small-molecule binding-site classification. 80/10/10 train/validation/test partition of nonredundant sequences.

Configuration
P2Rank
Protocol
SJC test split (protein-small molecule binding-site prediction)
Dataset
SJC test split
origin
Independent external evaluation
configuration
Paper-specific predictor and its documented input information
protocol id
paper-protocol-07cf559d2f1f9262e7
dataset version
Not reported
split
Residue-level small-molecule binding-site classification. 80/10/10 train/validation/test partition of nonredundant sequences.
subset
Not reported
population
Not reported
aggregation
Not reported
inputs
Not reported
adaptation
Paper-specific predictor and its documented input information
budget
Not reported
metric implementation
Not reported

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

Evaluation results

Release 2026-09-17-d277315f7d76 · 1 evaluation · 4 metric rows. Different protocols are not a single leaderboard.

Results grouped by the exact reported evaluation
Metric and findingCoverage and uncertaintyEvidence
P2Rank: 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

0.660 Recall

Unit: unitless · Direction: higher

Uncertainty: unreported

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 2 P2Rank, column 2: SJC test split Recall

Source checking is not independent reproduction.

0.293 MCC

Unit: unitless · Direction: higher

Uncertainty: unreported

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 2 P2Rank, column 4: SJC test split MCC

Source checking is not independent reproduction.

N/A AUROC

Unit: unitless · Direction: higher

Uncertainty: unreported

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 2 P2Rank, column 5: SJC test split AUROC

Source checking is not independent reproduction.

0.180 Precision

Unit: unitless · Direction: higher

Uncertainty: unreported

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 2 P2Rank, column 3: SJC test split 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.

19 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-17-d277315f7d76
Property and statementOriginal source and locationReview and provenance
attributes.comparison.adaptation

Paper-specific predictor and its documented input information

Context-only references
Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning

Original source ↗

Comparison of CLAPE-SMB with other models on the SJC; Table 3 (Tab3), row 2 P2Rank, column 2: SJC test split Recall; Table 3 (Tab3), row 3 GraphBind, column 2: SJC test split Recall; Table 3 (Tab3), row 4 DeepProSite, column 2: SJC test split Recall; Table 3 (Tab3), row 5 CLAPE-SMB, column 2: SJC test split Recall

Version: version of record
Retrieved: 2026-09-16T10:41:06Z

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: 215919244c3dd2dfb0b55fce91c211430fd8d4aee4bb28bd03eab9f4feb73e62

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.aggregation

No value recorded

Context-only references
Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning

Original source ↗

Comparison of CLAPE-SMB with other models on the SJC; Table 3 (Tab3), row 2 P2Rank, column 2: SJC test split Recall; Table 3 (Tab3), row 3 GraphBind, column 2: SJC test split Recall; Table 3 (Tab3), row 4 DeepProSite, column 2: SJC test split Recall; Table 3 (Tab3), row 5 CLAPE-SMB, column 2: SJC test split Recall

Version: version of record
Retrieved: 2026-09-16T10:41:06Z

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: 215919244c3dd2dfb0b55fce91c211430fd8d4aee4bb28bd03eab9f4feb73e62

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.budget

No value recorded

Context-only references
Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning

Original source ↗

Comparison of CLAPE-SMB with other models on the SJC; Table 3 (Tab3), row 2 P2Rank, column 2: SJC test split Recall; Table 3 (Tab3), row 3 GraphBind, column 2: SJC test split Recall; Table 3 (Tab3), row 4 DeepProSite, column 2: SJC test split Recall; Table 3 (Tab3), row 5 CLAPE-SMB, column 2: SJC test split Recall

Version: version of record
Retrieved: 2026-09-16T10:41:06Z

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.budget

Source artifact SHA-256: 215919244c3dd2dfb0b55fce91c211430fd8d4aee4bb28bd03eab9f4feb73e62

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.dataset_version

No value recorded

Context-only references
Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning

Original source ↗

Comparison of CLAPE-SMB with other models on the SJC; Table 3 (Tab3), row 2 P2Rank, column 2: SJC test split Recall; Table 3 (Tab3), row 3 GraphBind, column 2: SJC test split Recall; Table 3 (Tab3), row 4 DeepProSite, column 2: SJC test split Recall; Table 3 (Tab3), row 5 CLAPE-SMB, column 2: SJC test split Recall

Version: version of record
Retrieved: 2026-09-16T10:41:06Z

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: 215919244c3dd2dfb0b55fce91c211430fd8d4aee4bb28bd03eab9f4feb73e62

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.inputs

No value recorded

Context-only references
Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning

Original source ↗

Comparison of CLAPE-SMB with other models on the SJC; Table 3 (Tab3), row 2 P2Rank, column 2: SJC test split Recall; Table 3 (Tab3), row 3 GraphBind, column 2: SJC test split Recall; Table 3 (Tab3), row 4 DeepProSite, column 2: SJC test split Recall; Table 3 (Tab3), row 5 CLAPE-SMB, column 2: SJC test split Recall

Version: version of record
Retrieved: 2026-09-16T10:41:06Z

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: 215919244c3dd2dfb0b55fce91c211430fd8d4aee4bb28bd03eab9f4feb73e62

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.metric_implementation

No value recorded

Context-only references
Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning

Original source ↗

Comparison of CLAPE-SMB with other models on the SJC; Table 3 (Tab3), row 2 P2Rank, column 2: SJC test split Recall; Table 3 (Tab3), row 3 GraphBind, column 2: SJC test split Recall; Table 3 (Tab3), row 4 DeepProSite, column 2: SJC test split Recall; Table 3 (Tab3), row 5 CLAPE-SMB, column 2: SJC test split Recall

Version: version of record
Retrieved: 2026-09-16T10:41:06Z

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.metric_implementation

Source artifact SHA-256: 215919244c3dd2dfb0b55fce91c211430fd8d4aee4bb28bd03eab9f4feb73e62

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.population

No value recorded

Context-only references
Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning

Original source ↗

Comparison of CLAPE-SMB with other models on the SJC; Table 3 (Tab3), row 2 P2Rank, column 2: SJC test split Recall; Table 3 (Tab3), row 3 GraphBind, column 2: SJC test split Recall; Table 3 (Tab3), row 4 DeepProSite, column 2: SJC test split Recall; Table 3 (Tab3), row 5 CLAPE-SMB, column 2: SJC test split Recall

Version: version of record
Retrieved: 2026-09-16T10:41:06Z

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.population

Source artifact SHA-256: 215919244c3dd2dfb0b55fce91c211430fd8d4aee4bb28bd03eab9f4feb73e62

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.protocol_id

paper-protocol-07cf559d2f1f9262e7

Context-only references
Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning

Original source ↗

Comparison of CLAPE-SMB with other models on the SJC; Table 3 (Tab3), row 2 P2Rank, column 2: SJC test split Recall; Table 3 (Tab3), row 3 GraphBind, column 2: SJC test split Recall; Table 3 (Tab3), row 4 DeepProSite, column 2: SJC test split Recall; Table 3 (Tab3), row 5 CLAPE-SMB, column 2: SJC test split Recall

Version: version of record
Retrieved: 2026-09-16T10:41:06Z

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.protocol_id

Source artifact SHA-256: 215919244c3dd2dfb0b55fce91c211430fd8d4aee4bb28bd03eab9f4feb73e62

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.split

Residue-level small-molecule binding-site classification. 80/10/10 train/validation/test partition of nonredundant sequences.

Context-only references
Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning

Original source ↗

Comparison of CLAPE-SMB with other models on the SJC; Table 3 (Tab3), row 2 P2Rank, column 2: SJC test split Recall; Table 3 (Tab3), row 3 GraphBind, column 2: SJC test split Recall; Table 3 (Tab3), row 4 DeepProSite, column 2: SJC test split Recall; Table 3 (Tab3), row 5 CLAPE-SMB, column 2: SJC test split Recall

Version: version of record
Retrieved: 2026-09-16T10:41:06Z

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.split

Source artifact SHA-256: 215919244c3dd2dfb0b55fce91c211430fd8d4aee4bb28bd03eab9f4feb73e62

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.subset

No value recorded

Context-only references
Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning

Original source ↗

Comparison of CLAPE-SMB with other models on the SJC; Table 3 (Tab3), row 2 P2Rank, column 2: SJC test split Recall; Table 3 (Tab3), row 3 GraphBind, column 2: SJC test split Recall; Table 3 (Tab3), row 4 DeepProSite, column 2: SJC test split Recall; Table 3 (Tab3), row 5 CLAPE-SMB, column 2: SJC test split Recall

Version: version of record
Retrieved: 2026-09-16T10:41:06Z

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.subset

Source artifact SHA-256: 215919244c3dd2dfb0b55fce91c211430fd8d4aee4bb28bd03eab9f4feb73e62

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Sources and history

Release 2026-09-17-d277315f7d76 · Record review: needs review

Download this release
Technical metadata and extraction receipts

Stable ID: paper-evaluation-fc5d5ea2b789cbd46f

areas
proteins-complexes
tasks
protein-small molecule binding-site prediction
origin
independent_paper
protocol
Residue-level small-molecule binding-site classification. 80/10/10 train/validation/test partition of nonredundant sequences.
version
Paper-specific predictor and its documented input information
comparison
protocol id: paper-protocol-07cf559d2f1f9262e7; dataset version: Not reported; split: Residue-level small-molecule binding-site classification. 80/10/10 train/validation/test partition of nonredundant sequences.; subset: Not reported; population: Not reported; aggregation: Not reported; inputs: Not reported; adaptation: Paper-specific predictor and its documented input information; budget: Not reported; metric implementation: Not reported
source locator
Comparison of CLAPE-SMB with other models on the SJC; Table 3 (Tab3), row 2 P2Rank, column 2: SJC test split Recall; Table 3 (Tab3), row 3 GraphBind, column 2: SJC test split Recall; Table 3 (Tab3), row 4 DeepProSite, column 2: SJC test split Recall; Table 3 (Tab3), row 5 CLAPE-SMB, column 2: SJC test split Recall
missing metadata
checkpoint revision: unextracted; budget: unreported; split manifest: unextracted
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