Result

65.5% F1

Cell-DINO ViT-L · F1 · HPA-FoV

Tested configuration: Cell-DINO ViT-L
Task: protein localization classification
Dataset: HPA-FoV
Procedure: Self-supervised microscopy embedding pre-trained on HPA-FoV; downstream protein-localization classifier. Dataset-specific pretraining; the paper does not claim a general-purpose foundation model that generalizes beyond these benchmarks.
Evaluation: Cell-DINO ViT-L: protein localization classification
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
Evidence: Author-reported evaluation · source checkedCell-DINO: Self-supervised image-based embeddings for cell fluorescent microscopy · Table 2, HPA-FoV section, Cell-DINO row, PL column

A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: needs review. Source checked does not mean independently reproduced.

Reproduction

Split: Not reported
Adaptation: Not reported
Scoring implementation: Not reported

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Access requirements and official instructions: protein localization classification

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

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Evidence table

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1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
attributes.printed_value 65.5 Individual claims	Cell-DINO: Self-supervised image-based embeddings for cell fluorescent microscopy Original source ↗ Table 2, HPA-FoV section, Cell-DINO row, PL column Version: version of record Retrieved: 2026-09-16T10:41:06Z	source checked independent ai table review · 2026-09-16T10:41:06Z author reported Audit details HPA-FoV Cell-DINO PL column (protein localisation), not CL. Transcription verified; experimental claims not independently reproduced. Field: `attributes.printed_value` Claim: claim-lit-b4-015 Source artifact SHA-256: `12a53a78c70b3033c3351cf7afd4da42ebc98bb3281308f07e71e5baffc153a0` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `12a53a78c70b3033c3351cf7afd4da42ebc98bb3281308f07e71e5baffc153a0` Extraction artifact

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Sources and history

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Release 2026-09-29-06401fd5b220 · Record review: source checked

1 source records and release history

Cell-DINO: Self-supervised image-based embeddings for cell fluorescent microscopy · Original source · version of record

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Technical metadata and extraction receipts

Stable ID: lit-b4-015

areas: cells-tissues
tasks: protein localization classification
printed value: 65.5
numeric value: 65.5
metric: F1
metric direction: unknown
unit: percent
uncertainty: Not reported
source locator: Table 2, HPA-FoV section, Cell-DINO row, PL column
review: method: independent_ai_table_review; reviewer: Codex primary curator table review; reviewed at: 2026-09-16T10:41:06Z; notes: HPA-FoV Cell-DINO PL column (protein localisation), not CL. Transcription verified; experimental claims not independently reproduced.; evidence: 65.5; artifact sha256: 12a53a78c70b3033c3351cf7afd4da42ebc98bb3281308f07e71e5baffc153a0; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12826486/fullTextXML
legacy id: lit-b4-015
legacy row: id: lit-b4-015; paper id: cell-dino-2025; domain id: cells-tissues; task: protein localization classification; model: Cell-DINO ViT-L; model version: Not reported; dataset: HPA-FoV; dataset version: Not reported; split: Not reported; metric: F1; value: 65.5; unit: percent; uncertainty: Not reported; protocol: Self-supervised microscopy embedding pre-trained on HPA-FoV; downstream protein-localization classifier. Dataset-specific pretraining; the paper does not claim a general-purpose foundation model that generalizes beyond these benchmarks.; source locator: Table 2, HPA-FoV section, Cell-DINO row, PL column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12826486/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:37:05Z
missing metadata: model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract

Related records

evaluation: Cell-DINO ViT-L: protein localization classification
subject: Reported F1 for Cell-DINO ViT-L

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