Training perturbation mean
Candidate reference for task-specific evaluation; no score is implied.
Evaluation results
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Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
Applicable tests and references
Applicability is distinct from a completed evaluation.
- PerturBench · Proposed association
Evidence
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Evidence table
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7 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.applicability proposed Context-only references | altoslabs/perturbench official source No field-specific location recorded Version: c84038bc1ea409aa54f3832cfa6f34f5059adf0c | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.baseline_type simple-statistical Context-only references | altoslabs/perturbench official source No field-specific location recorded Version: c84038bc1ea409aa54f3832cfa6f34f5059adf0c | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.requirements Training-only expression mean with explicit perturbation averaging. Context-only references | altoslabs/perturbench official source No field-specific location recorded Version: c84038bc1ea409aa54f3832cfa6f34f5059adf0c | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.scope_note Source documents method or task context; proposed applicability requires protocol review. Context-only references | altoslabs/perturbench official source No field-specific location recorded Version: c84038bc1ea409aa54f3832cfa6f34f5059adf0c | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| description Candidate reference for task-specific evaluation; no score is implied. Context-only references | altoslabs/perturbench official source No field-specific location recorded Version: c84038bc1ea409aa54f3832cfa6f34f5059adf0c | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Relationship: applicable to discovery-benchmark-perturbench Context-only references | altoslabs/perturbench official source No field-specific location recorded Version: c84038bc1ea409aa54f3832cfa6f34f5059adf0c | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| name Training perturbation mean Context-only references | altoslabs/perturbench official source No field-specific location recorded Version: c84038bc1ea409aa54f3832cfa6f34f5059adf0c | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
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Release 2026-09-29-06401fd5b220 · Record review: discovered
1 source records and release history
- altoslabs/perturbench official source · Original source · c84038bc1ea409aa54f3832cfa6f34f5059adf0c
Technical metadata and extraction receipts
Stable ID: discovery-baseline-training-perturbation-mean
- areas
- single-cell
- applicability
- proposed
- baseline type
- simple-statistical
- missing metadata
- implementation version: unextracted; protocol applicability: unextracted
- requirements
- Training-only expression mean with explicit perturbation averaging.
- scope note
- Source documents method or task context; proposed applicability requires protocol review.
- entity classification
- review date: 2026-09-17; rationale: This record defines a proposed comparison/reference role. Its simple-statistical value remains a baseline-type facet; the underlying method/model/library is represented by a linked entity where verified. A baseline role is not itself a measured result or a new scientific architecture.; source ids: src-discovery-altoslabs-perturbench; source locator: Pinned README: Data; Model evaluation; custom dataset configuration; ambiguities: Applicability is proposed. This classification does not certify that the baseline was run, was matched to every linked protocol, or constitutes an experimental ceiling.
Related records
- applicable to: PerturBench