rewire.itbenchmarks
Evaluation

DeepSEA: TF-cell-type binding on held-out chromosomes8and9

Per-label AUROC/AUPR macro-averaged over 690 labels. Same Table 2 test cohort; methods differ in additional protein/dynamics inputs. DeepSEA-derived 690 TF-cell-type labels; chr 7 validation; remaining autosomes+X training; chr 8/9 test.

Research readiness

These checks assess whether the evidence supports a reproducible investigation. A source-checked score alone does not meet these requirements.

Release 2026-09-29-06401fd5b220 · Evidence verified: Not verified

Evidence incomplete

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Verified: Not verified

Evidence incomplete

Investigate discrepancies

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  • dependence: verification is missing

Verified: Not verified

Evidence incomplete

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A pinned recipe describes the inputs, environment and resource requirements.

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Verified: Not verified

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Separate data and exposure records support an independent test.

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Verified: Not verified

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Read reviewed discrepancy investigations

Evaluation results

1 evaluation · 2 results. Different protocols are not a single leaderboard.

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Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: DeepSEAProtocol: TF-cell-type binding on held-out chromosomes8and9 (transcription-factor DNA binding-site prediction)
Dataset: genome-wide TF binding sites
0.251 AUPR
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

DeepSEA: TF-cell-type binding on held-out chromosomes8and9

Per-label AUROC/AUPR macro-averaged over 690 labels. Same Table 2 test cohort; methods differ in additional protein/dynamics inputs. DeepSEA-derived 690 TF-cell-type labels; chr 7 validation; remaining autosomes+X training; chr 8/9 test.

Aggregation: Not reported

Integrating protein and DNA embeddings for improving genome-wide transcription factor binding site prediction · Table 2., row DeepSEA, column AUPR; XML row2 column3
Configuration: DeepSEAProtocol: TF-cell-type binding on held-out chromosomes8and9 (transcription-factor DNA binding-site prediction)
Dataset: genome-wide TF binding sites
0.893 AUROC
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

DeepSEA: TF-cell-type binding on held-out chromosomes8and9

Per-label AUROC/AUPR macro-averaged over 690 labels. Same Table 2 test cohort; methods differ in additional protein/dynamics inputs. DeepSEA-derived 690 TF-cell-type labels; chr 7 validation; remaining autosomes+X training; chr 8/9 test.

Aggregation: Not reported

Integrating protein and DNA embeddings for improving genome-wide transcription factor binding site prediction · Table 2., row DeepSEA, column AUROC; XML row2 column2

Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.

Evaluation procedure

Per-label AUROC/AUPR macro-averaged over 690 labels. Same Table 2 test cohort; methods differ in additional protein/dynamics inputs. DeepSEA-derived 690 TF-cell-type labels; chr 7 validation; remaining autosomes+X training; chr 8/9 test.

Configuration
DeepSEA
Protocol
TF-cell-type binding on held-out chromosomes8and9 (transcription-factor DNA binding-site prediction)
Dataset
genome-wide TF binding sites
origin
Independent external evaluation
configuration
Paper-specific evaluated pipeline; exact checkpoint not inferred from label
protocol id
paper-protocol-6821afc366eb11d0c6
dataset version
Not reported
split
DeepSEA-derived 690 TF-cell-type labels; chr 7 validation; remaining autosomes+X training; chr 8/9 test.
subset
TF-cell-type binding on held-out chromosomes8and9
population
Not reported
aggregation
Not reported
inputs
Not reported
adaptation
Paper-specific evaluated pipeline; exact checkpoint not inferred from label
budget
Not reported
metric implementation
Not reported

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

Reproduction

Split
DeepSEA-derived 690 TF-cell-type labels; chr 7 validation; remaining autosomes+X training; chr 8/9 test.
Adaptation
Paper-specific evaluated pipeline; exact checkpoint not inferred from label
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.

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

Inspect claims, sources and review details

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 2026-09-29-06401fd5b220
Property and statementOriginal source and locationReview and provenance
attributes.comparison.adaptation
Paper-specific evaluated pipeline; exact checkpoint not inferred from label
Context-only references
Integrating protein and DNA embeddings for improving genome-wide transcription factor binding site prediction

Original source ↗

Table 2.: AUROC, TF-cell-type binding on held-out chromosomes8and9

Version: version of record
Retrieved: 2026-09-17T07:56:18.711445+00:00

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: 5d777f5925e941b7d087035d5d87e79ef75ae8d6456a770ffe8c527da566fee0

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.aggregation
Not reported
Context-only references
Integrating protein and DNA embeddings for improving genome-wide transcription factor binding site prediction

Original source ↗

Table 2.: AUROC, TF-cell-type binding on held-out chromosomes8and9

Version: version of record
Retrieved: 2026-09-17T07:56:18.711445+00:00

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: 5d777f5925e941b7d087035d5d87e79ef75ae8d6456a770ffe8c527da566fee0

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.budget
Not reported
Context-only references
Integrating protein and DNA embeddings for improving genome-wide transcription factor binding site prediction

Original source ↗

Table 2.: AUROC, TF-cell-type binding on held-out chromosomes8and9

Version: version of record
Retrieved: 2026-09-17T07:56:18.711445+00:00

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.budget

Source artifact SHA-256: 5d777f5925e941b7d087035d5d87e79ef75ae8d6456a770ffe8c527da566fee0

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.dataset_version
Not reported
Context-only references
Integrating protein and DNA embeddings for improving genome-wide transcription factor binding site prediction

Original source ↗

Table 2.: AUROC, TF-cell-type binding on held-out chromosomes8and9

Version: version of record
Retrieved: 2026-09-17T07:56:18.711445+00:00

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: 5d777f5925e941b7d087035d5d87e79ef75ae8d6456a770ffe8c527da566fee0

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.inputs
Not reported
Context-only references
Integrating protein and DNA embeddings for improving genome-wide transcription factor binding site prediction

Original source ↗

Table 2.: AUROC, TF-cell-type binding on held-out chromosomes8and9

Version: version of record
Retrieved: 2026-09-17T07:56:18.711445+00:00

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: 5d777f5925e941b7d087035d5d87e79ef75ae8d6456a770ffe8c527da566fee0

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.metric_implementation
Not reported
Context-only references
Integrating protein and DNA embeddings for improving genome-wide transcription factor binding site prediction

Original source ↗

Table 2.: AUROC, TF-cell-type binding on held-out chromosomes8and9

Version: version of record
Retrieved: 2026-09-17T07:56:18.711445+00:00

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.metric_implementation

Source artifact SHA-256: 5d777f5925e941b7d087035d5d87e79ef75ae8d6456a770ffe8c527da566fee0

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.population
Not reported
Context-only references
Integrating protein and DNA embeddings for improving genome-wide transcription factor binding site prediction

Original source ↗

Table 2.: AUROC, TF-cell-type binding on held-out chromosomes8and9

Version: version of record
Retrieved: 2026-09-17T07:56:18.711445+00:00

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.population

Source artifact SHA-256: 5d777f5925e941b7d087035d5d87e79ef75ae8d6456a770ffe8c527da566fee0

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.protocol_id
paper-protocol-6821afc366eb11d0c6
Context-only references
Integrating protein and DNA embeddings for improving genome-wide transcription factor binding site prediction

Original source ↗

Table 2.: AUROC, TF-cell-type binding on held-out chromosomes8and9

Version: version of record
Retrieved: 2026-09-17T07:56:18.711445+00:00

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.protocol_id

Source artifact SHA-256: 5d777f5925e941b7d087035d5d87e79ef75ae8d6456a770ffe8c527da566fee0

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.split
DeepSEA-derived 690 TF-cell-type labels; chr 7 validation; remaining autosomes+X training; chr 8/9 test.
Context-only references
Integrating protein and DNA embeddings for improving genome-wide transcription factor binding site prediction

Original source ↗

Table 2.: AUROC, TF-cell-type binding on held-out chromosomes8and9

Version: version of record
Retrieved: 2026-09-17T07:56:18.711445+00:00

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.split

Source artifact SHA-256: 5d777f5925e941b7d087035d5d87e79ef75ae8d6456a770ffe8c527da566fee0

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.subset
TF-cell-type binding on held-out chromosomes8and9
Context-only references
Integrating protein and DNA embeddings for improving genome-wide transcription factor binding site prediction

Original source ↗

Table 2.: AUROC, TF-cell-type binding on held-out chromosomes8and9

Version: version of record
Retrieved: 2026-09-17T07:56:18.711445+00:00

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.subset

Source artifact SHA-256: 5d777f5925e941b7d087035d5d87e79ef75ae8d6456a770ffe8c527da566fee0

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

Sources and history

View linked audit checks and correction history

Release 2026-09-29-06401fd5b220 · Record review: needs review

1 source records and release historyDownload this release
Technical metadata and extraction receipts

Stable ID: paper-evaluation-86589f014536e31c8a

areas
molecular-interactions
tasks
transcription-factor DNA binding-site prediction
origin
independent_paper
protocol
Per-label AUROC/AUPR macro-averaged over 690 labels. Same Table 2 test cohort; methods differ in additional protein/dynamics inputs. DeepSEA-derived 690 TF-cell-type labels; chr 7 validation; remaining autosomes+X training; chr 8/9 test.
version
Paper-specific evaluated pipeline; exact checkpoint not inferred from label
comparison
protocol id: paper-protocol-6821afc366eb11d0c6; dataset version: Not reported; split: DeepSEA-derived 690 TF-cell-type labels; chr 7 validation; remaining autosomes+X training; chr 8/9 test.; subset: TF-cell-type binding on held-out chromosomes8and9; population: Not reported; aggregation: Not reported; inputs: Not reported; adaptation: Paper-specific evaluated pipeline; exact checkpoint not inferred from label; budget: Not reported; metric implementation: Not reported
source locator
Table 2.: AUROC, TF-cell-type binding on held-out chromosomes8and9
missing metadata
checkpoint revision: unextracted; budget: unreported; split manifest: unextracted
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