Open Problems label projection evaluation of Multilayer perceptron (log CP10k) on Label projection on Tabula Muris Senis Lung (random split), F1 score, scored with F1 score.
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1 evaluation · 1 result. Different protocols are not a single leaderboard.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: Multilayer perceptron (log CP10k) | Task: Open Problems label projection TABULA-MURIS-SENIS-LUNG-RANDOM-F1: Label projection on Tabula Muris Senis Lung (random split), F1 score Dataset subset: Tabula Muris Senis Lung (random split) (Open Problems label projection split) | 0.931 f1 fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAll lung cells from Tabula Muris Senis, a 500k cell-atlas from 18 organs and tissues across the mouse lifespan. Split into train/test randomly. Dimensions: 24540 cells, 17985 genes. 39 cell types (avg. 629±999 cells per cell type). Aggregation: Not reported openproblems-label primary benchmark evidence · results, dataset(tabula_muris_senis_lung_random), method(multilayer_perceptron), paramset(log CP10k), metric(f1) |
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
All lung cells from Tabula Muris Senis, a 500k cell-atlas from 18 organs and tissues across the mouse lifespan. Split into train/test randomly. Dimensions: 24540 cells, 17985 genes. 39 cell types (avg. 629±999 cells per cell type).
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10 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.metric_implementation F1 score Context-only references | openproblems-label primary benchmark evidence results, dataset(tabula_muris_senis_lung_random), method(multilayer_perceptron), paramset(log CP10k), metric(f1) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.comparison.protocol_id open-problems-task-tabula-muris-senis-lung-random-f1 Context-only references | openproblems-label primary benchmark evidence results, dataset(tabula_muris_senis_lung_random), method(multilayer_perceptron), paramset(log CP10k), metric(f1) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.origin author_reported Context-only references | openproblems-label primary benchmark evidence results, dataset(tabula_muris_senis_lung_random), method(multilayer_perceptron), paramset(log CP10k), metric(f1) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.protocol All lung cells from Tabula Muris Senis, a 500k cell-atlas from 18 organs and tissues across the mouse lifespan. Split into train/test randomly. Dimensions: 24540 cells, 17985 genes. 39 cell types (avg. 629±999 cells per cell type). Context-only references | openproblems-label primary benchmark evidence results, dataset(tabula_muris_senis_lung_random), method(multilayer_perceptron), paramset(log CP10k), metric(f1) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.source_locator results, dataset(tabula_muris_senis_lung_random), method(multilayer_perceptron), paramset(log CP10k), metric(f1) Context-only references | openproblems-label primary benchmark evidence results, dataset(tabula_muris_senis_lung_random), method(multilayer_perceptron), paramset(log CP10k), metric(f1) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| description Open Problems label projection evaluation of Multilayer perceptron (log CP10k) on Label projection on Tabula Muris Senis Lung (random split), F1 score, scored with F1 score. Context-only references | openproblems-label primary benchmark evidence results, dataset(tabula_muris_senis_lung_random), method(multilayer_perceptron), paramset(log CP10k), metric(f1) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: benchmark open-problems-task-tabula-muris-senis-lung-random-f1 Context-only references | openproblems-label primary benchmark evidence results, dataset(tabula_muris_senis_lung_random), method(multilayer_perceptron), paramset(log CP10k), metric(f1) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: dataset open-problems-dataset-tabula-muris-senis-lung-random-split Context-only references | openproblems-label primary benchmark evidence results, dataset(tabula_muris_senis_lung_random), method(multilayer_perceptron), paramset(log CP10k), metric(f1) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: model open-problems-method-multilayer-perceptron-log-cp10k Context-only references | openproblems-label primary benchmark evidence results, dataset(tabula_muris_senis_lung_random), method(multilayer_perceptron), paramset(log CP10k), metric(f1) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| name Multilayer perceptron (log CP10k) on Open Problems label projection TABULA-MURIS-SENIS-LUNG-RANDOM-F1: Label projection on Tabula Muris Senis Lung (random split), F1 score Context-only references | openproblems-label primary benchmark evidence results, dataset(tabula_muris_senis_lung_random), method(multilayer_perceptron), paramset(log CP10k), metric(f1) Version: v1.0.0 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
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Release 2026-09-29-06401fd5b220 · Record review: source checked
Stable ID: open-problems-evaluation-multilayer-perceptron-log-cp10k-tabula-muris-senis-lung-random-f1