Configuration

RNAstructure

RNAstructure as evaluated in the cited study. version 6.4; default parameters

Sources

Deep generalizable prediction of RNA secondary structure via base pair motif energy · Table 1 (Tab1), row 12 RNAstructure, column 2: bpRNA-TS0 INF

4 evaluations · 16 metric rows

At a glance

Key specifications have not been extracted for this record. See the linked evaluation and sources for the reported setup.

limited source coverage · Automated source review, 2026-09-17. All specifications and missing details

Evaluations and results

Release 2026-09-17-d277315f7d76 · 4 evaluations · 16 metric rows. Different protocols are not a single leaderboard.

Evaluation setupMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
RNAstructure: bpRNA-TS0 Configuration: RNAstructureProtocol: bpRNA-TS0 (RNA secondary structure)Dataset: bpRNA-TS0 Sequence-wise RNA secondary-structure evaluation; macro-average canonical base-pair metrics. Independent external evaluation · Evaluation metadata: needs review
0.507 F1 Unit: unitless · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedDeep generalizable prediction of RNA secondary structure via base pair motif energy · Table 1 (Tab1), row 12 RNAstructure, column 3: bpRNA-TS0 F1 Source checking is not independent reproduction.
0.520 INF Unit: unitless · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedDeep generalizable prediction of RNA secondary structure via base pair motif energy · Table 1 (Tab1), row 12 RNAstructure, column 2: bpRNA-TS0 INF Source checking is not independent reproduction.
0.446 Precision Unit: unitless · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedDeep generalizable prediction of RNA secondary structure via base pair motif energy · Table 1 (Tab1), row 12 RNAstructure, column 4: bpRNA-TS0 Precision Source checking is not independent reproduction.
0.628 Recall Unit: unitless · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedDeep generalizable prediction of RNA secondary structure via base pair motif energy · Table 1 (Tab1), row 12 RNAstructure, column 5: bpRNA-TS0 Recall Source checking is not independent reproduction.
RNAstructure: Rfam12.3–14.10 Configuration: RNAstructureProtocol: Rfam12.3–14.10 (RNA secondary structure)Dataset: Rfam12.3–14.10 Family-wise RNA secondary-structure evaluation; macro-average canonical base-pair metrics. Independent external evaluation · Evaluation metadata: needs review
0.643 F1 Unit: unitless · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedDeep generalizable prediction of RNA secondary structure via base pair motif energy · Table 2 (Tab2), row 12 RNAstructure, column 3: Rfam12.3–14.10 F1 Source checking is not independent reproduction.
0.651 INF Unit: unitless · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedDeep generalizable prediction of RNA secondary structure via base pair motif energy · Table 2 (Tab2), row 12 RNAstructure, column 2: Rfam12.3–14.10 INF Source checking is not independent reproduction.
0.724 Recall Unit: unitless · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedDeep generalizable prediction of RNA secondary structure via base pair motif energy · Table 2 (Tab2), row 12 RNAstructure, column 5: Rfam12.3–14.10 Recall Source checking is not independent reproduction.
0.593 Precision Unit: unitless · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedDeep generalizable prediction of RNA secondary structure via base pair motif energy · Table 2 (Tab2), row 12 RNAstructure, column 4: Rfam12.3–14.10 Precision Source checking is not independent reproduction.
RNAstructure: ArchiveII Configuration: RNAstructureProtocol: ArchiveII (RNA secondary structure)Dataset: ArchiveII Sequence-wise RNA secondary-structure evaluation; macro-average canonical base-pair metrics. Independent external evaluation · Evaluation metadata: needs review
0.575 INF Unit: unitless · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedDeep generalizable prediction of RNA secondary structure via base pair motif energy · Table 1 (Tab1), row 12 RNAstructure, column 6: ArchiveII INF Source checking is not independent reproduction.
0.573 F1 Unit: unitless · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedDeep generalizable prediction of RNA secondary structure via base pair motif energy · Table 1 (Tab1), row 12 RNAstructure, column 7: ArchiveII F1 Source checking is not independent reproduction.
0.548 Precision Unit: unitless · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedDeep generalizable prediction of RNA secondary structure via base pair motif energy · Table 1 (Tab1), row 12 RNAstructure, column 8: ArchiveII Precision Source checking is not independent reproduction.
0.607 Recall Unit: unitless · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedDeep generalizable prediction of RNA secondary structure via base pair motif energy · Table 1 (Tab1), row 12 RNAstructure, column 9: ArchiveII Recall Source checking is not independent reproduction.
RNAstructure: PDB Configuration: RNAstructureProtocol: PDB (RNA secondary structure)Dataset: PDB RNA set Family-wise RNA secondary-structure evaluation; macro-average canonical base-pair metrics. Independent external evaluation · Evaluation metadata: needs review
0.736 Recall Unit: unitless · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedDeep generalizable prediction of RNA secondary structure via base pair motif energy · Table 2 (Tab2), row 12 RNAstructure, column 9: PDB Recall Source checking is not independent reproduction.
0.752 F1 Unit: unitless · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedDeep generalizable prediction of RNA secondary structure via base pair motif energy · Table 2 (Tab2), row 12 RNAstructure, column 7: PDB F1 Source checking is not independent reproduction.
0.775 Precision Unit: unitless · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedDeep generalizable prediction of RNA secondary structure via base pair motif energy · Table 2 (Tab2), row 12 RNAstructure, column 8: PDB Precision Source checking is not independent reproduction.
0.754 INF Unit: unitless · Direction: higher	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedDeep generalizable prediction of RNA secondary structure via base pair motif energy · Table 2 (Tab2), row 12 RNAstructure, column 6: PDB INF Source checking is not independent reproduction.

How it works

Evaluation in this paper

version 6.4; default parameters

Sources

Deep generalizable prediction of RNA secondary structure via base pair motif energy · Table 1 (Tab1), row 12 RNAstructure, column 2: bpRNA-TS0 INF

Strengths and limitations

Strengths and considerations

No source-reviewed explanatory claims are recorded here yet.

Limitations and conditions

No source-reviewed explanatory claims are recorded here yet.

Profile review details

Primary-source transcription and separate automated review. No human sign-off or experimental reproduction.

Stable record: paper-model-4eccb038db0bb0de74

Specifications

Inputs, training, access and other details

Explanatory profile: limited source coverage · Automated source review, 2026-09-17. Review applies to the cited claims; unresolved fields are listed below. Numerical results retain their own review status.

Inputs, outputs and configuration
Property	Description and evidence
Model type	Not extracted or verified for this record.
Inputs	Not extracted or verified for this record.
Outputs	Not extracted or verified for this record.
Parameters	Not extracted or verified for this record.
Known versions	Not extracted or verified for this record.
Training data	Not extracted or verified for this record.
Context limits	Not extracted or verified for this record.
Access	Not extracted or verified for this record.
Code licence	Not extracted or verified for this record.
Weights licence	Not extracted or verified for this record.

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.

2 evidence rows 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
Evaluation in this paper version 6.4; default parameters Individual claims	Deep generalizable prediction of RNA secondary structure via base pair motif energy Original source ↗ Table 1 (Tab1), row 12 RNAstructure, column 2: bpRNA-TS0 INF Version: version of record Retrieved: 2026-09-16T10:41:16.502000+00:00	source checked automated source review · 2026-09-17 Audit details Primary-source transcription and separate automated review. No human sign-off or experimental reproduction. Field: `attributes.profile.sections.0.body` Source artifact SHA-256: `976218bd172998a1a6e7ed1609ecb8cb2ee380fb48a8dc7b25bc05ea8b0a49af` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Introduction RNAstructure as evaluated in the cited study. version 6.4; default parameters Individual claims	Deep generalizable prediction of RNA secondary structure via base pair motif energy Original source ↗ Table 1 (Tab1), row 12 RNAstructure, column 2: bpRNA-TS0 INF Version: version of record Retrieved: 2026-09-16T10:41:16.502000+00:00	source checked automated source review · 2026-09-17 Audit details Primary-source transcription and separate automated review. No human sign-off or experimental reproduction. Field: `attributes.profile.summary` Source artifact SHA-256: `976218bd172998a1a6e7ed1609ecb8cb2ee380fb48a8dc7b25bc05ea8b0a49af` 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: needs review

1 source records and release history

Deep generalizable prediction of RNA secondary structure via base pair motif energy · Original source · version of record

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Technical metadata and extraction receipts

Stable ID: paper-model-4eccb038db0bb0de74

areas: rna-transcriptomes
tasks: RNA secondary structure
entity level: method
configuration type: reported_configuration
version: version 6.4; default parameters
legacy kinds: model
entity classification: review date: 2026-09-17; rationale: This source-scoped entry preserves the method/configuration actually named in an evaluation. It is neither a global family identity nor proof of an immutable checkpoint; the linked evaluation retains adaptation, fitting and scoring details.; source ids: bpfold-2025; source locator: Table 1 (Tab1), row 12 RNAstructure, column 2: bpRNA-TS0 INF; ambiguities: Configuration means the source-labelled evaluated identity. It does not establish missing checkpoint hashes, default settings or equivalence to same-named records in other papers.

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