Dataset subset

mRNABench Sample designed MRL test subset

Predict target_mrl_designed from sequence on the complete 15,003-record canonical test split. Train-only RidgeCV differs from upstream default validation evaluation; this is not an aggregate mRNABench score.

Evaluation results

2 evaluations · 6 metric rows. Different protocols are not a single leaderboard.

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Tested model or methodProtocolDatasetEvaluation setupMetricEvidence origin

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Exact evaluated configurations and original reported results
Tested configuration	Protocol and dataset	Finding	Evidence and details
Configuration: Sequence composition + RidgeCV (mRNABench Sample designed MRL)	Protocol: mRNABench Sample designed MRL Dataset subset: mRNABench Sample designed MRL test subset	1.914439715839851 mse squared mean ribosome load · lower Uncertainty: Not reported Coverage: 15003/15003	Rewire evaluation · source checked Methods, coverage and source Sequence composition + RidgeCV on mRNABench Sample designed MRL mRNABench Sample designed MRL Aggregation: Not reported Sequence composition + RidgeCV: local execution report (20 September 2026); Sequence composition + RidgeCV: automated execution audit · metrics.mse
Configuration: Sequence composition + RidgeCV (mRNABench Sample designed MRL)	Protocol: mRNABench Sample designed MRL Dataset subset: mRNABench Sample designed MRL test subset	0.4367869170170987 pearson dimensionless · higher Uncertainty: Not reported Coverage: 15003/15003	Rewire evaluation · source checked Methods, coverage and source Sequence composition + RidgeCV on mRNABench Sample designed MRL mRNABench Sample designed MRL Aggregation: Not reported Sequence composition + RidgeCV: local execution report (20 September 2026); Sequence composition + RidgeCV: automated execution audit · metrics.pearson
Configuration: Sequence composition + RidgeCV (mRNABench Sample designed MRL)	Protocol: mRNABench Sample designed MRL Dataset subset: mRNABench Sample designed MRL test subset	0.49477537290902324 spearman dimensionless · higher Uncertainty: Not reported Coverage: 15003/15003	Rewire evaluation · source checked Methods, coverage and source Sequence composition + RidgeCV on mRNABench Sample designed MRL mRNABench Sample designed MRL Aggregation: Not reported Sequence composition + RidgeCV: local execution report (20 September 2026); Sequence composition + RidgeCV: automated execution audit · metrics.spearman
Configuration: Training-mean control (mRNABench Sample designed MRL)	Protocol: mRNABench Sample designed MRL Dataset subset: mRNABench Sample designed MRL test subset	2.3655294722554605 mse squared mean ribosome load · lower Uncertainty: Not reported Coverage: 15003/15003	Rewire evaluation · source checked Methods, coverage and source Training-mean control on mRNABench Sample designed MRL mRNABench Sample designed MRL Aggregation: Not reported Training-mean control: local execution report (20 September 2026); Training-mean control: automated execution audit · metrics.mse
Configuration: Training-mean control (mRNABench Sample designed MRL)	Protocol: mRNABench Sample designed MRL Dataset subset: mRNABench Sample designed MRL test subset	undefined pearson dimensionless · higher Uncertainty: Not reported Coverage: 15003/15003	Rewire evaluation · source checked Methods, coverage and source Training-mean control on mRNABench Sample designed MRL mRNABench Sample designed MRL Aggregation: Not reported Training-mean control: local execution report (20 September 2026); Training-mean control: automated execution audit · metrics.pearson
Configuration: Training-mean control (mRNABench Sample designed MRL)	Protocol: mRNABench Sample designed MRL Dataset subset: mRNABench Sample designed MRL test subset	undefined spearman dimensionless · higher Uncertainty: Not reported Coverage: 15003/15003	Rewire evaluation · source checked Methods, coverage and source Training-mean control on mRNABench Sample designed MRL mRNABench Sample designed MRL Aggregation: Not reported Training-mean control: local execution report (20 September 2026); Training-mean control: automated execution audit · metrics.spearman

Source checking is not independent reproduction. Release 2026-09-22-f58a0f1d267f.

Subset and evaluation context

This record describes a particular subset or cohort used in an evaluation. Its results do not describe the full dataset.

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.

39 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-22-f58a0f1d267f
Property and statement	Original source and location	Review and provenance
attributes.dataset_id mrnabench-sample-mrl-designed-target_mrl_designed Context-only references	Sequence composition + RidgeCV: local execution report (20 September 2026) Original source ↗ coverage; protocol_configuration; provenance Version: ca73fa47136d182f2d4ddb083d084712198fc0e2 Retrieved: 2026-09-20T20:54:03Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.dataset_id` Source artifact SHA-256: `8b68dfe5725bf5d8c108265039e3787f4b3b55986eab8a430082c4d446a4f960` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.provenance.data_verification pinned_source_bytes Context-only references	Sequence composition + RidgeCV: local execution report (20 September 2026) Original source ↗ coverage; protocol_configuration; provenance Version: ca73fa47136d182f2d4ddb083d084712198fc0e2 Retrieved: 2026-09-20T20:54:03Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.provenance.data_verification` Source artifact SHA-256: `8b68dfe5725bf5d8c108265039e3787f4b3b55986eab8a430082c4d446a4f960` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.provenance.dataset_revision ef67f7cf8a999bb1c412ad6551aa7d9f901cbb95 Context-only references	Sequence composition + RidgeCV: local execution report (20 September 2026) Original source ↗ coverage; protocol_configuration; provenance Version: ca73fa47136d182f2d4ddb083d084712198fc0e2 Retrieved: 2026-09-20T20:54:03Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.provenance.dataset_revision` Source artifact SHA-256: `8b68dfe5725bf5d8c108265039e3787f4b3b55986eab8a430082c4d446a4f960` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.provenance.source_license unreported Context-only references	Sequence composition + RidgeCV: local execution report (20 September 2026) Original source ↗ coverage; protocol_configuration; provenance Version: ca73fa47136d182f2d4ddb083d084712198fc0e2 Retrieved: 2026-09-20T20:54:03Z	missing or unspecified No individual claim review recorded Audit details Field: `attributes.provenance.source_license` Source artifact SHA-256: `8b68dfe5725bf5d8c108265039e3787f4b3b55986eab8a430082c4d446a4f960` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.provenance.source_sha256 8b8c57581d472e89a21f8b468b3b0599f6c235c01423264561e6c302d78927d4 Context-only references	Sequence composition + RidgeCV: local execution report (20 September 2026) Original source ↗ coverage; protocol_configuration; provenance Version: ca73fa47136d182f2d4ddb083d084712198fc0e2 Retrieved: 2026-09-20T20:54:03Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.provenance.source_sha256` Source artifact SHA-256: `8b68dfe5725bf5d8c108265039e3787f4b3b55986eab8a430082c4d446a4f960` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.provenance.source_url https://huggingface.co/datasets/morrislab/mrl-sample/resolve/ef67f7cf8a999bb1c412ad6551aa7d9f901cbb95/mrl-sample-designed.parquet Context-only references	Sequence composition + RidgeCV: local execution report (20 September 2026) Original source ↗ coverage; protocol_configuration; provenance Version: ca73fa47136d182f2d4ddb083d084712198fc0e2 Retrieved: 2026-09-20T20:54:03Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.provenance.source_url` Source artifact SHA-256: `8b68dfe5725bf5d8c108265039e3787f4b3b55986eab8a430082c4d446a4f960` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.provenance.split_sha256 00e287b18ba4e90cb682af6e3fcdfc97e07f2b4b25d13265cd0eca37996536a2 Context-only references	Sequence composition + RidgeCV: local execution report (20 September 2026) Original source ↗ coverage; protocol_configuration; provenance Version: ca73fa47136d182f2d4ddb083d084712198fc0e2 Retrieved: 2026-09-20T20:54:03Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.provenance.split_sha256` Source artifact SHA-256: `8b68dfe5725bf5d8c108265039e3787f4b3b55986eab8a430082c4d446a4f960` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.provenance.upstream_code_license AGPL-3.0 Context-only references	Sequence composition + RidgeCV: local execution report (20 September 2026) Original source ↗ coverage; protocol_configuration; provenance Version: ca73fa47136d182f2d4ddb083d084712198fc0e2 Retrieved: 2026-09-20T20:54:03Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.provenance.upstream_code_license` Source artifact SHA-256: `8b68dfe5725bf5d8c108265039e3787f4b3b55986eab8a430082c4d446a4f960` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.provenance.upstream_revision 74f96b8e6ae9f41cc3cccff089d826a62d5604b8 Context-only references	Sequence composition + RidgeCV: local execution report (20 September 2026) Original source ↗ coverage; protocol_configuration; provenance Version: ca73fa47136d182f2d4ddb083d084712198fc0e2 Retrieved: 2026-09-20T20:54:03Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.provenance.upstream_revision` Source artifact SHA-256: `8b68dfe5725bf5d8c108265039e3787f4b3b55986eab8a430082c4d446a4f960` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.selected_assay No value recorded Context-only references	Sequence composition + RidgeCV: local execution report (20 September 2026) Original source ↗ coverage; protocol_configuration; provenance Version: ca73fa47136d182f2d4ddb083d084712198fc0e2 Retrieved: 2026-09-20T20:54:03Z	missing or unspecified No individual claim review recorded Audit details Field: `attributes.selected_assay` Source artifact SHA-256: `8b68dfe5725bf5d8c108265039e3787f4b3b55986eab8a430082c4d446a4f960` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact

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Sources and history

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Release 2026-09-22-f58a0f1d267f · Record review: source checked

1 source records and release history

Sequence composition + RidgeCV: local execution report (20 September 2026) · Original source · ca73fa47136d182f2d4ddb083d084712198fc0e2

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Technical metadata and extraction receipts

Stable ID: rewire-dataset-mrnabench-designed-mrl-v1

areas: rna-transcriptomics
version: ef67f7cf8a999bb1c412ad6551aa7d9f901cbb95
dataset id: mrnabench-sample-mrl-designed-target_mrl_designed
selected assay: Not reported
source locator: coverage; protocol_configuration; provenance
test count: 15003
split counts: test: 15003; train: 70011; validation: 15003
provenance: data verification: pinned_source_bytes; dataset revision: ef67f7cf8a999bb1c412ad6551aa7d9f901cbb95; source license: unreported; source sha256: 8b8c57581d472e89a21f8b468b3b0599f6c235c01423264561e6c302d78927d4; source url: https://huggingface.co/datasets/morrislab/mrl-sample/resolve/ef67f7cf8a999bb1c412ad6551aa7d9f901cbb95/mrl-sample-designed.parquet; split sha256: 00e287b18ba4e90cb682af6e3fcdfc97e07f2b4b25d13265cd0eca37996536a2; upstream code license: AGPL-3.0; upstream revision: 74f96b8e6ae9f41cc3cccff089d826a62d5604b8
source evidence: local predictions file sha256: a8f80cfea7ddd197ef9446e161f5a761741b3f778dfc1459275c3355432e15c5; local prepared file sha256: e5d6fb9e5fadec1f9e6235ca3ed2054ac05f476ccc8f5dc67ec500febeae8237; local report sha256: cf14fc6d24e433cde18f8569177c600da85f77a4a8f15dc0ba1692c49f1aa05a; provenance: data verification: pinned_source_bytes; dataset revision: ef67f7cf8a999bb1c412ad6551aa7d9f901cbb95; source license: unreported; source sha256: 8b8c57581d472e89a21f8b468b3b0599f6c235c01423264561e6c302d78927d4; source url: https://huggingface.co/datasets/morrislab/mrl-sample/resolve/ef67f7cf8a999bb1c412ad6551aa7d9f901cbb95/mrl-sample-designed.parquet; split sha256: 00e287b18ba4e90cb682af6e3fcdfc97e07f2b4b25d13265cd0eca37996536a2; upstream code license: AGPL-3.0; upstream revision: 74f96b8e6ae9f41cc3cccff089d826a62d5604b8; retrieval: Reused local source bytes from prior recorded acquisition; checked against package pins before execution; retrieved from: https://huggingface.co/datasets/morrislab/mrl-sample/resolve/ef67f7cf8a999bb1c412ad6551aa7d9f901cbb95/mrl-sample-designed.parquet; source bytes note: Processed parquet matches the pinned Hugging Face revision.; source sha256: 8b8c57581d472e89a21f8b468b3b0599f6c235c01423264561e6c302d78927d4; source url: https://huggingface.co/datasets/morrislab/mrl-sample/resolve/ef67f7cf8a999bb1c412ad6551aa7d9f901cbb95/mrl-sample-designed.parquet; split counts: test: 15003; train: 70011; validation: 15003; verified at: 2026-09-20T20:46:30.777811+00:00
subset scope: All selected test rows; this is not the whole benchmark suite.

Related records

dataset subset: Sequence composition + RidgeCV on mRNABench Sample designed MRL
dataset subset: Training-mean control on mRNABench Sample designed MRL

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