BEACON harness evaluation of LSTM on Contact map prediction, scored with Top L Precision.
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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: LSTM | Task: BEACON CMP: Contact map prediction Dataset subset: RNAcontact (BEACON split) | 40.41(1.67)% precision_at_l percent · higher Uncertainty: type: standard_deviation; value: 1.67 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceLSTM on BEACON CMP: Contact map prediction BEACON harness, fixed downstream head per task. Train/validation/test 188/23/80; dataset RNAcontact. Aggregation: Not reported BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(LSTM),column(CMP) |
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BEACON harness, fixed downstream head per task. Train/validation/test 188/23/80; dataset RNAcontact.
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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(LSTM),column(CMP) 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 Top L Precision Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(LSTM),column(CMP) 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-cmp Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(LSTM),column(CMP) 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 188/23/80 Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(LSTM),column(CMP) 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(LSTM),column(CMP) 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 188/23/80; dataset RNAcontact. Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(LSTM),column(CMP) 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(LSTM),column(CMP) Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(LSTM),column(CMP) 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 LSTM on Contact map prediction, scored with Top L Precision. Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(LSTM),column(CMP) 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-cmp Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(LSTM),column(CMP) 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-rnacontact Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(LSTM),column(CMP) 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-lstm-cmp