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Evaluation

UltraFold on RhoFold+ 2024 CASP15 natural RNA comparison R1108-sum_z_gdt_ts_tm_score: R1108: Sum of Z-scores for GDT-TS and TM-score

RhoFold+ 2024 CASP15 natural RNA comparison evaluation of UltraFold on R1108: Sum of Z-scores for GDT-TS and TM-score, scored with Sum of Z-scores for GDT-TS and TM-score.

Evaluation results

1 evaluation · 1 metric rows. Different protocols are not a single leaderboard.

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Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: UltraFoldProtocol: RhoFold+ 2024 CASP15 natural RNA comparison R1108-sum_z_gdt_ts_tm_score: R1108: Sum of Z-scores for GDT-TS and TM-score
Dataset subset: CASP15 natural RNA target R1108 (RhoFold+ 2024 CASP15 natural RNA comparison split)
2.16 sum_z_gdt_ts_tm_score
dimensionless · higher

Uncertainty: Not reported

Coverage: unit: CASP15 natural RNA target; scored: 1; eligible: 1; note: Per-cell target count; source retains up to five candidate structures, not five independent evaluation targets.

Result quoted from another source · source checked
Methods, coverage and source

UltraFold on RhoFold+ 2024 CASP15 natural RNA comparison R1108-sum_z_gdt_ts_tm_score: R1108: Sum of Z-scores for GDT-TS and TM-score

Retrospective evaluation of six CASP15 natural single-chain RNA targets; each task retains one named target. Artificially designed targets and RNA-protein complexes excluded. RNA sequence inputs without ions or other molecules. Paper Par13 selects the highest-performing of five candidates; Par51 describes five sampled-MSA runs for RhoFold+, one AlphaFold3 server run yielding five models, and five CASP15 models for the other methods. Figure 2h reports RMSD and sum of Z-scores for GDT-TS and TM-score. Metric-specific winning candidate identity, exact scoring-tool revision and RMSD atom selection remain unextracted. No target pooling or score recomputation.

Aggregation: Source-reported selected candidate for one target; no cross-target aggregation.

RhoFold+ Nature Methods 2024: Source Data Figure 2h · fig2hi!I6; method fig2hi!A6; target fig2hi!I1; Fig. 2h caption; XML Par13–15 and Par51

Source checking is not independent reproduction. Release 2026-09-23-2b89723c6dd9.

Evaluation procedure

Retrospective evaluation of six CASP15 natural single-chain RNA targets; each task retains one named target. Artificially designed targets and RNA-protein complexes excluded. RNA sequence inputs without ions or other molecules. Paper Par13 selects the highest-performing of five candidates; Par51 describes five sampled-MSA runs for RhoFold+, one AlphaFold3 server run yielding five models, and five CASP15 models for the other methods. Figure 2h reports RMSD and sum of Z-scores for GDT-TS and TM-score. Metric-specific winning candidate identity, exact scoring-tool revision and RMSD atom selection remain unextracted. No target pooling or score recomputation.

Configuration
UltraFold
Protocol
RhoFold+ 2024 CASP15 natural RNA comparison R1108-sum_z_gdt_ts_tm_score: R1108: Sum of Z-scores for GDT-TS and TM-score
Dataset subset
CASP15 natural RNA target R1108 (RhoFold+ 2024 CASP15 natural RNA comparison split)
origin
Result quoted from another source
configuration
Not reported
protocol id
rhofold-2024-casp15-natural-task-r1108-sum-z-gdt-ts-tm-score
metric implementation
Sum of Z-scores for GDT-TS and TM-score

Metadata review: source checked. Unreported conditions prevent automatic comparisons.

Reproduction

Split
Not reported
Adaptation
Not reported
Scoring implementation
Sum of Z-scores for GDT-TS and TM-score

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

Source checking verifies the cited claim or transcription. It does not establish independent reproduction.

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.

20 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-23-2b89723c6dd9
Property and statementOriginal source and locationReview and provenance
attributes.adaptation
Source-labelled five-candidate CASP15 configuration; fine-tuning and exact checkpoints not established. No additional adaptation inferred.
Context-only references
RhoFold+ Nature Methods 2024: Source Data Figure 2h

Original source ↗

fig2hi!I6; method fig2hi!A6; target fig2hi!I1; Fig. 2h caption; XML Par13–15 and Par51

Version: Publisher Source Data Fig. 2, DOI 10.1038/s41592-024-02487-0; retrieved 2026-09-23
Retrieved: 2026-09-23T11:23:43.985240+00:00

not individually reviewed

No individual claim review recorded

paper compilation

Audit details

Field: attributes.adaptation

Source artifact SHA-256: 9d87837d6e72c8dafd265b9427c1cddd0223b3073eea26bcb4c6a90085a1bb04

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

Inspected artifact

attributes.candidate_budget
5
Context-only references
RhoFold+ Nature Methods 2024: Source Data Figure 2h

Original source ↗

fig2hi!I6; method fig2hi!A6; target fig2hi!I1; Fig. 2h caption; XML Par13–15 and Par51

Version: Publisher Source Data Fig. 2, DOI 10.1038/s41592-024-02487-0; retrieved 2026-09-23
Retrieved: 2026-09-23T11:23:43.985240+00:00

not individually reviewed

No individual claim review recorded

paper compilation

Audit details

Field: attributes.candidate_budget

Source artifact SHA-256: 9d87837d6e72c8dafd265b9427c1cddd0223b3073eea26bcb4c6a90085a1bb04

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

Inspected artifact

attributes.candidate_selection
Highest-performing candidate as described in Par13; metric-specific candidate identity unreported.
Context-only references
RhoFold+ Nature Methods 2024: Source Data Figure 2h

Original source ↗

fig2hi!I6; method fig2hi!A6; target fig2hi!I1; Fig. 2h caption; XML Par13–15 and Par51

Version: Publisher Source Data Fig. 2, DOI 10.1038/s41592-024-02487-0; retrieved 2026-09-23
Retrieved: 2026-09-23T11:23:43.985240+00:00

not individually reviewed

No individual claim review recorded

paper compilation

Audit details

Field: attributes.candidate_selection

Source artifact SHA-256: 9d87837d6e72c8dafd265b9427c1cddd0223b3073eea26bcb4c6a90085a1bb04

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

Inspected artifact

attributes.comparison.metric_implementation
Sum of Z-scores for GDT-TS and TM-score
Context-only references
RhoFold+ Nature Methods 2024: Source Data Figure 2h

Original source ↗

fig2hi!I6; method fig2hi!A6; target fig2hi!I1; Fig. 2h caption; XML Par13–15 and Par51

Version: Publisher Source Data Fig. 2, DOI 10.1038/s41592-024-02487-0; retrieved 2026-09-23
Retrieved: 2026-09-23T11:23:43.985240+00:00

not individually reviewed

No individual claim review recorded

paper compilation

Audit details

Field: attributes.comparison.metric_implementation

Source artifact SHA-256: 9d87837d6e72c8dafd265b9427c1cddd0223b3073eea26bcb4c6a90085a1bb04

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

Inspected artifact

attributes.comparison.protocol_id
rhofold-2024-casp15-natural-task-r1108-sum-z-gdt-ts-tm-score
Context-only references
RhoFold+ Nature Methods 2024: Source Data Figure 2h

Original source ↗

fig2hi!I6; method fig2hi!A6; target fig2hi!I1; Fig. 2h caption; XML Par13–15 and Par51

Version: Publisher Source Data Fig. 2, DOI 10.1038/s41592-024-02487-0; retrieved 2026-09-23
Retrieved: 2026-09-23T11:23:43.985240+00:00

not individually reviewed

No individual claim review recorded

paper compilation

Audit details

Field: attributes.comparison.protocol_id

Source artifact SHA-256: 9d87837d6e72c8dafd265b9427c1cddd0223b3073eea26bcb4c6a90085a1bb04

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

Inspected artifact

attributes.count_unit
RNA target
Context-only references
RhoFold+ Nature Methods 2024: Source Data Figure 2h

Original source ↗

fig2hi!I6; method fig2hi!A6; target fig2hi!I1; Fig. 2h caption; XML Par13–15 and Par51

Version: Publisher Source Data Fig. 2, DOI 10.1038/s41592-024-02487-0; retrieved 2026-09-23
Retrieved: 2026-09-23T11:23:43.985240+00:00

not individually reviewed

No individual claim review recorded

paper compilation

Audit details

Field: attributes.count_unit

Source artifact SHA-256: 9d87837d6e72c8dafd265b9427c1cddd0223b3073eea26bcb4c6a90085a1bb04

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

Inspected artifact

attributes.evaluation_group_id
rhofold-2024-casp15-natural-method-ultrafold-rhofold-2024-casp15-natural-dataset-casp15-natural-rna-target-r1108-evaluation-setup
Context-only references
RhoFold+ Nature Methods 2024: Source Data Figure 2h

Original source ↗

fig2hi!I6; method fig2hi!A6; target fig2hi!I1; Fig. 2h caption; XML Par13–15 and Par51

Version: Publisher Source Data Fig. 2, DOI 10.1038/s41592-024-02487-0; retrieved 2026-09-23
Retrieved: 2026-09-23T11:23:43.985240+00:00

not individually reviewed

No individual claim review recorded

paper compilation

Audit details

Field: attributes.evaluation_group_id

Source artifact SHA-256: 9d87837d6e72c8dafd265b9427c1cddd0223b3073eea26bcb4c6a90085a1bb04

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

Inspected artifact

attributes.evidence_overlap
Twelve per-target/metric observations per complete method belong to one six-target comparison setup. RMSD and cumulative Z-score reuse candidate predictions; CASP15 submissions quoted here are not new independent evidence.
Context-only references
RhoFold+ Nature Methods 2024: Source Data Figure 2h

Original source ↗

fig2hi!I6; method fig2hi!A6; target fig2hi!I1; Fig. 2h caption; XML Par13–15 and Par51

Version: Publisher Source Data Fig. 2, DOI 10.1038/s41592-024-02487-0; retrieved 2026-09-23
Retrieved: 2026-09-23T11:23:43.985240+00:00

not individually reviewed

No individual claim review recorded

paper compilation

Audit details

Field: attributes.evidence_overlap

Source artifact SHA-256: 9d87837d6e72c8dafd265b9427c1cddd0223b3073eea26bcb4c6a90085a1bb04

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

Inspected artifact

attributes.origin
paper_compilation
Context-only references
RhoFold+ Nature Methods 2024: Source Data Figure 2h

Original source ↗

fig2hi!I6; method fig2hi!A6; target fig2hi!I1; Fig. 2h caption; XML Par13–15 and Par51

Version: Publisher Source Data Fig. 2, DOI 10.1038/s41592-024-02487-0; retrieved 2026-09-23
Retrieved: 2026-09-23T11:23:43.985240+00:00

not individually reviewed

No individual claim review recorded

paper compilation

Audit details

Field: attributes.origin

Source artifact SHA-256: 9d87837d6e72c8dafd265b9427c1cddd0223b3073eea26bcb4c6a90085a1bb04

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

Inspected artifact

attributes.protocol
Retrospective evaluation of six CASP15 natural single-chain RNA targets; each task retains one named target. Artificially designed targets and RNA-protein complexes excluded. RNA sequence inputs without ions or other molecules. Paper Par13 selects the highest-performing of five candidates; Par51 describes five sampled-MSA runs for RhoFold+, one AlphaFold3 server run yielding five models, and five CASP15 models for the other methods. Figure 2h reports RMSD and sum of Z-scores for GDT-TS and TM-score. Metric-specific winning candidate identity, exact scoring-tool revision and RMSD atom selection remain unextracted. No target pooling or score recomputation.
Context-only references
RhoFold+ Nature Methods 2024: Source Data Figure 2h

Original source ↗

fig2hi!I6; method fig2hi!A6; target fig2hi!I1; Fig. 2h caption; XML Par13–15 and Par51

Version: Publisher Source Data Fig. 2, DOI 10.1038/s41592-024-02487-0; retrieved 2026-09-23
Retrieved: 2026-09-23T11:23:43.985240+00:00

not individually reviewed

No individual claim review recorded

paper compilation

Audit details

Field: attributes.protocol

Source artifact SHA-256: 9d87837d6e72c8dafd265b9427c1cddd0223b3073eea26bcb4c6a90085a1bb04

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

Inspected artifact

Sources and history

View linked audit checks and correction history

Release 2026-09-23-2b89723c6dd9 · Record review: source checked

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

Stable ID: rhofold-2024-casp15-natural-evaluation-ultrafold-r1108-sum-z-gdt-ts-tm-score

areas
rna-transcriptomics
tasks
R1108: Sum of Z-scores for GDT-TS and TM-score
origin
paper_compilation
protocol
Retrospective evaluation of six CASP15 natural single-chain RNA targets; each task retains one named target. Artificially designed targets and RNA-protein complexes excluded. RNA sequence inputs without ions or other molecules. Paper Par13 selects the highest-performing of five candidates; Par51 describes five sampled-MSA runs for RhoFold+, one AlphaFold3 server run yielding five models, and five CASP15 models for the other methods. Figure 2h reports RMSD and sum of Z-scores for GDT-TS and TM-score. Metric-specific winning candidate identity, exact scoring-tool revision and RMSD atom selection remain unextracted. No target pooling or score recomputation.
comparison
protocol id: rhofold-2024-casp15-natural-task-r1108-sum-z-gdt-ts-tm-score; metric implementation: Sum of Z-scores for GDT-TS and TM-score
missing metadata
checkpoint revision: unreported; seeds: unreported; scoring tool revision: unextracted; rmsd atom selection: unextracted; candidate identity by metric: unreported
source locator
fig2hi!I6; method fig2hi!A6; target fig2hi!I1; Fig. 2h caption; XML Par13–15 and Par51
candidate budget
5
candidate selection
Highest-performing candidate as described in Par13; metric-specific candidate identity unreported.
retrospective
true
count unit
RNA target
scored count
1
adaptation
Source-labelled five-candidate CASP15 configuration; fine-tuning and exact checkpoints not established. No additional adaptation inferred.
evidence overlap
Twelve per-target/metric observations per complete method belong to one six-target comparison setup. RMSD and cumulative Z-score reuse candidate predictions; CASP15 submissions quoted here are not new independent evidence.
published score reproduction
false
suite complete
false
evaluation group id
rhofold-2024-casp15-natural-method-ultrafold-rhofold-2024-casp15-natural-dataset-casp15-natural-rna-target-r1108-evaluation-setup
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