BEACON harness evaluation of CNN on CRISPR on-target efficiency prediction, scored with Spearman Corr.
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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 |
|---|---|---|---|
| Method: CNN | Task: BEACON CRI-On: CRISPR on-target efficiency prediction Dataset subset: DeepCRISPR (BEACON split) | 29.69(2.52)% spearman_corr percent · higher Uncertainty: type: standard_deviation; value: 2.52 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceCNN on BEACON CRI-On: CRISPR on-target efficiency prediction BEACON harness, fixed downstream head per task. Train/validation/test 1,453/207/416; dataset DeepCRISPR. Aggregation: Not reported BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(CNN),column(CRI-On) |
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BEACON harness, fixed downstream head per task. Train/validation/test 1,453/207/416; dataset DeepCRISPR.
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12 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.adaptation Naive supervised model trained from scratch by the BEACON authors Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(CNN),column(CRI-On) Version: v2, 12 December 2024 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.metric_implementation Spearman Corr Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(CNN),column(CRI-On) Version: v2, 12 December 2024 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.protocol_id beacon-task-cri-on Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(CNN),column(CRI-On) Version: v2, 12 December 2024 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.split 1,453/207/416 Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(CNN),column(CRI-On) Version: v2, 12 December 2024 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.origin author_reported Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(CNN),column(CRI-On) Version: v2, 12 December 2024 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.protocol BEACON harness, fixed downstream head per task. Train/validation/test 1,453/207/416; dataset DeepCRISPR. Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(CNN),column(CRI-On) Version: v2, 12 December 2024 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.source_locator Table3,p.8,row(CNN),column(CRI-On) Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(CNN),column(CRI-On) Version: v2, 12 December 2024 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| description BEACON harness evaluation of CNN on CRISPR on-target efficiency prediction, scored with Spearman Corr. Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(CNN),column(CRI-On) Version: v2, 12 December 2024 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Relationship: benchmark beacon-task-cri-on Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(CNN),column(CRI-On) Version: v2, 12 December 2024 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Relationship: dataset beacon-dataset-deepcrispr Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(CNN),column(CRI-On) Version: v2, 12 December 2024 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
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Release 2026-09-29-06401fd5b220 · Record review: source checked
Stable ID: beacon-evaluation-cnn-cri-on