Open Problems label projection evaluation of True Labels on Label projection on Pancreas (random split), F1 score, scored with F1 score.
1 evaluation · 1 result. Different protocols are not a single leaderboard.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Method: True Labels | Task: Open Problems label projection PANCREAS-RANDOM-F1: Label projection on Pancreas (random split), F1 score Dataset subset: Pancreas (random split) (Open Problems label projection split) | 1 Weighted F1 fraction · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceHuman pancreatic islet scRNA-seq data from 6 datasets across technologies (CEL-seq, CEL-seq2, Smart-seq2, inDrop, Fluidigm C1, and SMARTER-seq). Split into train/test randomly. Dimensions: 16382 cells, 18771 genes. 14 cell types (avg. 1170±1703 cells per cell type). Aggregation: Not reported openproblems-label primary benchmark evidence · results, dataset(pancreas_random), method(true_labels), paramset(none), metric(f1) |
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Human pancreatic islet scRNA-seq data from 6 datasets across technologies (CEL-seq, CEL-seq2, Smart-seq2, inDrop, Fluidigm C1, and SMARTER-seq). Split into train/test randomly. Dimensions: 16382 cells, 18771 genes. 14 cell types (avg. 1170±1703 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 |
|---|---|---|
| Comparison: metric implementation F1 score Context-only references | openproblems-label primary benchmark evidence results, dataset(pancreas_random), method(true_labels), paramset(none), 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. |
| Comparison: protocol id open-problems-task-pancreas-random-f1 Context-only references | openproblems-label primary benchmark evidence results, dataset(pancreas_random), method(true_labels), paramset(none), 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. |
| Origin author_reported Context-only references | openproblems-label primary benchmark evidence results, dataset(pancreas_random), method(true_labels), paramset(none), 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. |
| Protocol Human pancreatic islet scRNA-seq data from 6 datasets across technologies (CEL-seq, CEL-seq2, Smart-seq2, inDrop, Fluidigm C1, and SMARTER-seq). Split into train/test randomly. Dimensions: 16382 cells, 18771 genes. 14 cell types (avg. 1170±1703 cells per cell type). Context-only references | openproblems-label primary benchmark evidence results, dataset(pancreas_random), method(true_labels), paramset(none), 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. |
| Source location results, dataset(pancreas_random), method(true_labels), paramset(none), metric(f1) Context-only references | openproblems-label primary benchmark evidence results, dataset(pancreas_random), method(true_labels), paramset(none), 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 True Labels on Label projection on Pancreas (random split), F1 score, scored with F1 score. Context-only references | openproblems-label primary benchmark evidence results, dataset(pancreas_random), method(true_labels), paramset(none), 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: assessment open-problems-task-pancreas-random-f1 Context-only references | openproblems-label primary benchmark evidence results, dataset(pancreas_random), method(true_labels), paramset(none), 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: data open-problems-dataset-pancreas-random-split Context-only references | openproblems-label primary benchmark evidence results, dataset(pancreas_random), method(true_labels), paramset(none), 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: system open-problems-method-true-labels Context-only references | openproblems-label primary benchmark evidence results, dataset(pancreas_random), method(true_labels), paramset(none), 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 True Labels on Open Problems label projection PANCREAS-RANDOM-F1: Label projection on Pancreas (random split), F1 score Context-only references | openproblems-label primary benchmark evidence results, dataset(pancreas_random), method(true_labels), paramset(none), 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. |
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
Stable ID: open-problems-evaluation-true-labels-pancreas-random-f1