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Towards Principled Evaluation of Single-Cell Perturbation Prediction Models

bioRxiv 2026.07.23.740433v1

DOI: 10.64898/2026.07.23.740433 Original source

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1 task
1 evaluator

Models, benchmarks and other records

Tasks (1)

Perturbation response

Evaluators (1)

scPertEval

Evidence

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16 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-11-02-a7f03c9e55a5
Property and statement	Original source and location	Review and provenance
Artifact SHA-256 f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Artifact url https://www.biorxiv.org/content/10.64898/2026.07.23.740433v1.full Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Doi 10.64898/2026.07.23.740433 Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.doi` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Hash scope Exact retrieved primary paper artifact bytes. Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Retrieved at 2026-09-17T08:11:09.614783+00:00 Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Review method 1 values automated-source-review Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.method` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Review: scope Source identification and table transcription; no independent experimental reproduction. Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.scope` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Url https://www.biorxiv.org/content/10.64898/2026.07.23.740433v1.full Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Version bioRxiv 2026.07.23.740433v1 Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.version` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Description Primary reference; inspect retrieval status and review scope. Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact

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Release 2026-11-02-a7f03c9e55a5 · Record review: source checked

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Technical metadata and extraction receipts

Stable ID: expansion-p3-scperteval-paper

url: https://www.biorxiv.org/content/10.64898/2026.07.23.740433v1.full
doi: 10.64898/2026.07.23.740433
version: bioRxiv 2026.07.23.740433v1
retrieved at: 2026-09-17T08:11:09.614783+00:00
artifact sha256: f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f
artifact url: https://www.biorxiv.org/content/10.64898/2026.07.23.740433v1.full
hash scope: Exact retrieved primary paper artifact bytes.
review: scope: Source identification and table transcription; no independent experimental reproduction.; method: automated-source-review

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