The split of RNAcontact that the BEACON authors evaluated on, named in their Table 1. The upstream dataset release is not catalogued here, so no claim is made that this matches the original splits.
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34 evaluations · 34 results. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: BEACON-B | Task: BEACON CMP: Contact map prediction Dataset subset: RNAcontact (BEACON split) | 60.81(1.70)% precision_at_l percent · higher Uncertainty: type: standard_deviation; value: 1.70 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceBEACON-B 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(BEACON-B),column(CMP) |
| Configuration: BEACON-B | Task: BEACON DMP: Distance map prediction Dataset subset: RNAcontact (BEACON split) | 56.28(0.41)% r2 percent · higher Uncertainty: type: standard_deviation; value: 0.41 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceBEACON-B on BEACON DMP: Distance 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(BEACON-B),column(DMP) |
| Configuration: BEACON-B512 | Task: BEACON CMP: Contact map prediction Dataset subset: RNAcontact (BEACON split) | 61.20(2.11)% precision_at_l percent · higher Uncertainty: type: standard_deviation; value: 2.11 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceBEACON-B512 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(BEACON-B512),column(CMP) |
| Configuration: BEACON-B512 | Task: BEACON DMP: Distance map prediction Dataset subset: RNAcontact (BEACON split) | 56.82(0.63)% r2 percent · higher Uncertainty: type: standard_deviation; value: 0.63 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceBEACON-B512 on BEACON DMP: Distance 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(BEACON-B512),column(DMP) |
| Method: CNN | Task: BEACON CMP: Contact map prediction Dataset subset: RNAcontact (BEACON split) | 43.89(5.53)% precision_at_l percent · higher Uncertainty: type: standard_deviation; value: 5.53 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceCNN 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(CNN),column(CMP) |
| Method: CNN | Task: BEACON DMP: Distance map prediction Dataset subset: RNAcontact (BEACON split) | 27.76(5.00)% r2 percent · higher Uncertainty: type: standard_deviation; value: 5.00 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceCNN on BEACON DMP: Distance 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(CNN),column(DMP) |
| 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) |
| Method: LSTM | Task: BEACON DMP: Distance map prediction Dataset subset: RNAcontact (BEACON split) | 44.77(0.47)% r2 percent · higher Uncertainty: type: standard_deviation; value: 0.47 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceLSTM on BEACON DMP: Distance 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(DMP) |
| Method: ResNet | Task: BEACON CMP: Contact map prediction Dataset subset: RNAcontact (BEACON split) | 59.59(0.68)% precision_at_l percent · higher Uncertainty: type: standard_deviation; value: 0.68 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceResNet 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(ResNet),column(CMP) |
| Method: ResNet | Task: BEACON DMP: Distance map prediction Dataset subset: RNAcontact (BEACON split) | 30.26(1.81)% r2 percent · higher Uncertainty: type: standard_deviation; value: 1.81 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceResNet on BEACON DMP: Distance 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(ResNet),column(DMP) |
| Configuration: RNA-FM | Task: BEACON CMP: Contact map prediction Dataset subset: RNAcontact (BEACON split) | 47.56(6.73)% precision_at_l percent · higher Uncertainty: type: standard_deviation; value: 6.73 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceRNA-FM 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(RNA-FM),column(CMP) |
| Configuration: RNA-FM | Task: BEACON DMP: Distance map prediction Dataset subset: RNAcontact (BEACON split) | 51.45(0.51)% r2 percent · higher Uncertainty: type: standard_deviation; value: 0.51 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceRNA-FM on BEACON DMP: Distance 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(RNA-FM),column(DMP) |
| Configuration: RNA-MSM | Task: BEACON CMP: Contact map prediction Dataset subset: RNAcontact (BEACON split) | 57.26(15.38)% precision_at_l percent · higher Uncertainty: type: standard_deviation; value: 15.38 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceRNA-MSM 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(RNA-MSM),column(CMP) |
| Configuration: RNA-MSM | Task: BEACON DMP: Distance map prediction Dataset subset: RNAcontact (BEACON split) | 37.49(4.10)% r2 percent · higher Uncertainty: type: standard_deviation; value: 4.10 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceRNA-MSM on BEACON DMP: Distance 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(RNA-MSM),column(DMP) |
| Configuration: RNABERT | Task: BEACON CMP: Contact map prediction Dataset subset: RNAcontact (BEACON split) | 45.21(10.87)% precision_at_l percent · higher Uncertainty: type: standard_deviation; value: 10.87 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceRNABERT 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(RNABERT),column(CMP) |
| Configuration: RNABERT | Task: BEACON DMP: Distance map prediction Dataset subset: RNAcontact (BEACON split) | 48.19(0.64)% r2 percent · higher Uncertainty: type: standard_deviation; value: 0.64 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceRNABERT on BEACON DMP: Distance 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(RNABERT),column(DMP) |
| Configuration: Splice-H510 | Task: BEACON CMP: Contact map prediction Dataset subset: RNAcontact (BEACON split) | 45.80(6.03)% precision_at_l percent · higher Uncertainty: type: standard_deviation; value: 6.03 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSplice-H510 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(Splice-H510),column(CMP) |
| Configuration: Splice-H510 | Task: BEACON DMP: Distance map prediction Dataset subset: RNAcontact (BEACON split) | 55.56(1.00)% r2 percent · higher Uncertainty: type: standard_deviation; value: 1.00 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSplice-H510 on BEACON DMP: Distance 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(Splice-H510),column(DMP) |
| Configuration: Splice-MS1024 | Task: BEACON CMP: Contact map prediction Dataset subset: RNAcontact (BEACON split) | 47.32(3.16)% precision_at_l percent · higher Uncertainty: type: standard_deviation; value: 3.16 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSplice-MS1024 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(Splice-MS1024),column(CMP) |
| Configuration: Splice-MS1024 | Task: BEACON DMP: Distance map prediction Dataset subset: RNAcontact (BEACON split) | 55.89(0.48)% r2 percent · higher Uncertainty: type: standard_deviation; value: 0.48 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSplice-MS1024 on BEACON DMP: Distance 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(Splice-MS1024),column(DMP) |
| Configuration: Splice-MS510 | Task: BEACON CMP: Contact map prediction Dataset subset: RNAcontact (BEACON split) | 52.64(7.56)% precision_at_l percent · higher Uncertainty: type: standard_deviation; value: 7.56 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSplice-MS510 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(Splice-MS510),column(CMP) |
| Configuration: Splice-MS510 | Task: BEACON DMP: Distance map prediction Dataset subset: RNAcontact (BEACON split) | 10.27(0.20)% r2 percent · higher Uncertainty: type: standard_deviation; value: 0.20 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceSplice-MS510 on BEACON DMP: Distance 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(Splice-MS510),column(DMP) |
| Configuration: UTR-LM-MRL | Task: BEACON CMP: Contact map prediction Dataset subset: RNAcontact (BEACON split) | 45.51(23.51)% precision_at_l percent · higher Uncertainty: type: standard_deviation; value: 23.51 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceUTR-LM-MRL 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(UTR-LM-MRL),column(CMP) |
| Configuration: UTR-LM-MRL | Task: BEACON DMP: Distance map prediction Dataset subset: RNAcontact (BEACON split) | 55.21(2.91)% r2 percent · higher Uncertainty: type: standard_deviation; value: 2.91 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceUTR-LM-MRL on BEACON DMP: Distance 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(UTR-LM-MRL),column(DMP) |
| Configuration: UTR-LM-TE&EL | Task: BEACON CMP: Contact map prediction Dataset subset: RNAcontact (BEACON split) | 60.32(7.27)% precision_at_l percent · higher Uncertainty: type: standard_deviation; value: 7.27 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceUTR-LM-TE&EL 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(UTR-LM-TE&EL),column(CMP) |
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This record describes a particular subset or cohort used in an evaluation. Its results do not describe the full dataset.
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3 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.source_locator Table1,p.6,column(Source/Venue) Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table1,p.6,column(Source/Venue) Version: v2, 12 December 2024 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| description The split of RNAcontact that the BEACON authors evaluated on, named in their Table 1. The upstream dataset release is not catalogued here, so no claim is made that this matches the original splits. Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table1,p.6,column(Source/Venue) Version: v2, 12 December 2024 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| name RNAcontact (BEACON split) Context-only references | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table1,p.6,column(Source/Venue) Version: v2, 12 December 2024 | not individually reviewed No individual claim review recorded 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-dataset-rnacontact