BEACON ncRNA: Non-coding RNA family classification
Non-coding RNA family classification. Multi-class Cls at sequence level, scored with ACC. Dataset Noorul's ncRNA set; train/validation/test 5,679/650/2,400.
Overview
Non-coding RNA family classification. Multi-class Cls at sequence level, scored with ACC. Dataset Noorul's ncRNA set; train/validation/test 5,679/650/2,400.
Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.
Evaluation design
Benchmarks bring together tasks and protocols. A task describes the biological question; a protocol defines a particular test.
Benchmarks
These source-backed links do not make different protocols or scores interchangeable.
Recorded evaluations
Each evaluation records what was tested and under which conditions.
- BEACON-B on BEACON ncRNA: Non-coding RNA family classification
- BEACON-B512 on BEACON ncRNA: Non-coding RNA family classification
- CNN on BEACON ncRNA: Non-coding RNA family classification
- LSTM on BEACON ncRNA: Non-coding RNA family classification
- ResNet on BEACON ncRNA: Non-coding RNA family classification
- RNA-FM on BEACON ncRNA: Non-coding RNA family classification
- RNA-MSM on BEACON ncRNA: Non-coding RNA family classification
- RNABERT on BEACON ncRNA: Non-coding RNA family classification
- Splice-H510 on BEACON ncRNA: Non-coding RNA family classification
- Splice-MS1024 on BEACON ncRNA: Non-coding RNA family classification
- Splice-MS510 on BEACON ncRNA: Non-coding RNA family classification
- UTR-LM-MRL on BEACON ncRNA: Non-coding RNA family classification
Run instructions
No runnable recipe has been reviewed for this task. Dataset access, model requirements, licences and compute requirements must be checked against its sources before execution.
A task describes a biological question. Choose a linked protocol to obtain concrete split and scoring instructions.
Published comparisons
Explore the results reported under one evaluation protocol. Each figure keeps its source, dataset and metric together; it is not a ranking across studies. The pooled view gathers every source table that reports the same metric and names what it does not hold constant.
BEACON ncRNA: Non-coding RNA family classification
accuracy (percent) · Higher values are better for this metric.
Every method in BEACON Table 3 on Non-coding RNA family classification, scored with ACC on Noorul's ncRNA set with the split 5,679/650/2,400.
- CNN · Method · Author-reported evaluation88.62(0.71)
- ResNet · Method · Author-reported evaluation88.33(1.22)
- LSTM · Method · Author-reported evaluation88.78(0.10)
- RNA-FM · Configuration · Author-reported evaluation96.81(0.061)
- RNABERT · Configuration · Author-reported evaluation68.95(7.285)
- RNA-MSM · Configuration · Author-reported evaluation84.85(0.266)
- Splice-H510 · Configuration · Author-reported evaluation95.92(0.666)
- Splice-MS510 · Configuration · Author-reported evaluation95.87(0.364)
- Splice-MS1024 · Configuration · Author-reported evaluation96.05(0.777)
- UTR-LM-MRL · Configuration · Author-reported evaluation89.97(0.617)
- UTR-LM-TE&EL · Configuration · Author-reported evaluation81.33(8.551)
- UTRBERT-3mer · Configuration · Author-reported evaluation92.88(0.379)
- UTRBERT-4mer · Configuration · Author-reported evaluation94.32(0.946)
- UTRBERT-5mer · Configuration · Author-reported evaluation93.04(0.367)
- UTRBERT-6mer · Configuration · Author-reported evaluation93.12(0.168)
- BEACON-B · Configuration · Author-reported evaluation94.63(0.16)
- BEACON-B512 · Configuration · Author-reported evaluation94.99(0.21)
Source order is preserved. Plotted marks show point estimates; uncertainty, where reported, is retained in the printed values and table. Differences do not establish statistical significance.
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,column(ncRNA)Values, uncertainty and evidence
| Tested entity | Printed value | Uncertainty | Evidence |
|---|---|---|---|
| CNN · Method | 88.62(0.71) percent | type: standard_deviation; value: 0.71 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(CNN),column(ncRNA) |
| ResNet · Method | 88.33(1.22) percent | type: standard_deviation; value: 1.22 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(ResNet),column(ncRNA) |
| LSTM · Method | 88.78(0.10) percent | type: standard_deviation; value: 0.10 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(LSTM),column(ncRNA) |
| RNA-FM · Configuration | 96.81(0.061) percent | type: standard_deviation; value: 0.061 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(RNA-FM),column(ncRNA) |
| RNABERT · Configuration | 68.95(7.285) percent | type: standard_deviation; value: 7.285 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(RNABERT),column(ncRNA) |
| RNA-MSM · Configuration | 84.85(0.266) percent | type: standard_deviation; value: 0.266 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(RNA-MSM),column(ncRNA) |
| Splice-H510 · Configuration | 95.92(0.666) percent | type: standard_deviation; value: 0.666 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(Splice-H510),column(ncRNA) |
| Splice-MS510 · Configuration | 95.87(0.364) percent | type: standard_deviation; value: 0.364 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(Splice-MS510),column(ncRNA) |
| Splice-MS1024 · Configuration | 96.05(0.777) percent | type: standard_deviation; value: 0.777 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(Splice-MS1024),column(ncRNA) |
| UTR-LM-MRL · Configuration | 89.97(0.617) percent | type: standard_deviation; value: 0.617 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(UTR-LM-MRL),column(ncRNA) |
| UTR-LM-TE&EL · Configuration | 81.33(8.551) percent | type: standard_deviation; value: 8.551 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(UTR-LM-TE&EL),column(ncRNA) |
| UTRBERT-3mer · Configuration | 92.88(0.379) percent | type: standard_deviation; value: 0.379 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(UTRBERT-3mer),column(ncRNA) |
| UTRBERT-4mer · Configuration | 94.32(0.946) percent | type: standard_deviation; value: 0.946 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(UTRBERT-4mer),column(ncRNA) |
| UTRBERT-5mer · Configuration | 93.04(0.367) percent | type: standard_deviation; value: 0.367 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(UTRBERT-5mer),column(ncRNA) |
| UTRBERT-6mer · Configuration | 93.12(0.168) percent | type: standard_deviation; value: 0.168 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(UTRBERT-6mer),column(ncRNA) |
| BEACON-B · Configuration | 94.63(0.16) percent | type: standard_deviation; value: 0.16 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(BEACON-B),column(ncRNA) |
| BEACON-B512 · Configuration | 94.99(0.21) percent | type: standard_deviation; value: 0.21 | Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(BEACON-B512),column(ncRNA) |
Scope and limitations
- Author-reported numbers, source checked but not independently reproduced.
- The Literature SOTA row is excluded: those numbers come from other papers under their own protocols.
- Metrics differ between tasks, so these figures cannot be averaged into one RNA score.
Source transcription and grouping reviewed by automated source review on 2026-09-18. These experiments were not independently reproduced by rewire.
Tested entities and results
Release 2026-09-17-1a18ca2c038a · 17 evaluations · 17 metric rows. Different protocols are not a single leaderboard. Where several source tables report the same metric, the published comparisons above offer a pooled view that names what it does not hold constant.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| BEACON-B on BEACON ncRNA: Non-coding RNA family classification Configuration: BEACON-BTask: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 94.63(0.16)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 0.16 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(BEACON-B),column(ncRNA) Source checking is not independent reproduction. |
| BEACON-B512 on BEACON ncRNA: Non-coding RNA family classification Configuration: BEACON-B512Task: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 94.99(0.21)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 0.21 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(BEACON-B512),column(ncRNA) Source checking is not independent reproduction. |
| CNN on BEACON ncRNA: Non-coding RNA family classification Method: CNNTask: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 88.62(0.71)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 0.71 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(CNN),column(ncRNA) Source checking is not independent reproduction. |
| LSTM on BEACON ncRNA: Non-coding RNA family classification Method: LSTMTask: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 88.78(0.10)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 0.10 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(LSTM),column(ncRNA) Source checking is not independent reproduction. |
| ResNet on BEACON ncRNA: Non-coding RNA family classification Method: ResNetTask: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 88.33(1.22)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 1.22 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(ResNet),column(ncRNA) Source checking is not independent reproduction. |
| RNA-FM on BEACON ncRNA: Non-coding RNA family classification Configuration: RNA-FMTask: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 96.81(0.061)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 0.061 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(RNA-FM),column(ncRNA) Source checking is not independent reproduction. |
| RNA-MSM on BEACON ncRNA: Non-coding RNA family classification Configuration: RNA-MSMTask: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 84.85(0.266)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 0.266 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(RNA-MSM),column(ncRNA) Source checking is not independent reproduction. |
| RNABERT on BEACON ncRNA: Non-coding RNA family classification Configuration: RNABERTTask: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 68.95(7.285)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 7.285 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(RNABERT),column(ncRNA) Source checking is not independent reproduction. |
| Splice-H510 on BEACON ncRNA: Non-coding RNA family classification Configuration: Splice-H510Task: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 95.92(0.666)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 0.666 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(Splice-H510),column(ncRNA) Source checking is not independent reproduction. |
| Splice-MS1024 on BEACON ncRNA: Non-coding RNA family classification Configuration: Splice-MS1024Task: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 96.05(0.777)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 0.777 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(Splice-MS1024),column(ncRNA) Source checking is not independent reproduction. |
| Splice-MS510 on BEACON ncRNA: Non-coding RNA family classification Configuration: Splice-MS510Task: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 95.87(0.364)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 0.364 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(Splice-MS510),column(ncRNA) Source checking is not independent reproduction. |
| UTR-LM-MRL on BEACON ncRNA: Non-coding RNA family classification Configuration: UTR-LM-MRLTask: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 89.97(0.617)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 0.617 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(UTR-LM-MRL),column(ncRNA) Source checking is not independent reproduction. |
| UTR-LM-TE&EL on BEACON ncRNA: Non-coding RNA family classification Configuration: UTR-LM-TE&ELTask: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 81.33(8.551)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 8.551 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(UTR-LM-TE&EL),column(ncRNA) Source checking is not independent reproduction. |
| UTRBERT-3mer on BEACON ncRNA: Non-coding RNA family classification Configuration: UTRBERT-3merTask: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 92.88(0.379)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 0.379 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(UTRBERT-3mer),column(ncRNA) Source checking is not independent reproduction. |
| UTRBERT-4mer on BEACON ncRNA: Non-coding RNA family classification Configuration: UTRBERT-4merTask: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 94.32(0.946)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 0.946 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(UTRBERT-4mer),column(ncRNA) Source checking is not independent reproduction. |
| UTRBERT-5mer on BEACON ncRNA: Non-coding RNA family classification Configuration: UTRBERT-5merTask: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 93.04(0.367)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 0.367 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(UTRBERT-5mer),column(ncRNA) Source checking is not independent reproduction. |
| UTRBERT-6mer on BEACON ncRNA: Non-coding RNA family classification Configuration: UTRBERT-6merTask: BEACON ncRNA: Non-coding RNA family classificationDataset subset: Noorul's ncRNA set (BEACON split) BEACON harness, fixed downstream head per task. Train/validation/test 5,679/650/2,400; dataset Noorul's ncRNA set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 93.12(0.168)% accuracy Unit: percent · Direction: higher | Uncertainty: type: standard deviation; value: 0.168 Scored: Not reported · Eligible: Not reported | source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(UTRBERT-6mer),column(ncRNA) Source checking is not independent reproduction. |
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
1 evidence row matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Relationship: part of discovery-benchmark-beacon Individual claims | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table1,p.6,row(ncRNA) Version: v2, 12 December 2024 | source checked automated source review · 2026-09-18 Audit detailsPrimary-source transcription with no human sign-off and no independent reproduction. Field: Claim: beacon-association-ncrna Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
Release 2026-09-17-1a18ca2c038a · Record review: source checked
1 source records and release history
- BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Original source · v2, 12 December 2024
Technical metadata and extraction receipts
Stable ID: beacon-task-ncrna
- areas
- rna-transcriptomes
- tasks
- Non-coding RNA family classification
- metric
- ACC
- metric direction
- higher
- task type
- Multi-class Cls
- rna level
- Sequence
- dataset
- Noorul's ncRNA set
- splits
- 5,679/650/2,400
- source locator
- Table1,p.6,row(ncRNA)
- comparison panels
- id: beacon-panel-ncrna; title: BEACON ncRNA: Non-coding RNA family classification; protocol id: beacon-task-ncrna; dataset id: beacon-dataset-noorul-s-ncrna-set; metric: accuracy; unit: percent; direction: higher; result ids: beacon-result-cnn-ncrna-accuracy; beacon-result-resnet-ncrna-accuracy; beacon-result-lstm-ncrna-accuracy; beacon-result-rna-fm-ncrna-accuracy; beacon-result-rnabert-ncrna-accuracy; beacon-result-rna-msm-ncrna-accuracy; beacon-result-splice-h510-ncrna-accuracy; beacon-result-splice-ms510-ncrna-accuracy; beacon-result-splice-ms1024-ncrna-accuracy; beacon-result-utr-lm-mrl-ncrna-accuracy; beacon-result-utr-lm-te-and-el-ncrna-accuracy; beacon-result-utrbert-3mer-ncrna-accuracy; beacon-result-utrbert-4mer-ncrna-accuracy; beacon-result-utrbert-5mer-ncrna-accuracy; beacon-result-utrbert-6mer-ncrna-accuracy; beacon-result-beacon-b-ncrna-accuracy; beacon-result-beacon-b512-ncrna-accuracy; source ids: source-beacon-arxiv-2406-10391; source locator: Table3,p.8,column(ncRNA); context: Every method in BEACON Table 3 on Non-coding RNA family classification, scored with ACC on Noorul's ncRNA set with the split 5,679/650/2,400.; caveats: Author-reported numbers, source checked but not independently reproduced.; The Literature SOTA row is excluded: those numbers come from other papers under their own protocols.; Metrics differ between tasks, so these figures cannot be averaged into one RNA score.; review: method: automated_source_review; date: 2026-09-18
Related records
- part of: BEACON
- subject: BEACON ncRNA: part of discovery-benchmark-beacon
- benchmark: BEACON-B on BEACON ncRNA: Non-coding RNA family classification
- benchmark: BEACON-B512 on BEACON ncRNA: Non-coding RNA family classification
- benchmark: CNN on BEACON ncRNA: Non-coding RNA family classification
- benchmark: LSTM on BEACON ncRNA: Non-coding RNA family classification
- benchmark: ResNet on BEACON ncRNA: Non-coding RNA family classification
- benchmark: RNA-FM on BEACON ncRNA: Non-coding RNA family classification
- benchmark: RNA-MSM on BEACON ncRNA: Non-coding RNA family classification
- benchmark: RNABERT on BEACON ncRNA: Non-coding RNA family classification
- benchmark: Splice-H510 on BEACON ncRNA: Non-coding RNA family classification
- benchmark: Splice-MS1024 on BEACON ncRNA: Non-coding RNA family classification
- benchmark: Splice-MS510 on BEACON ncRNA: Non-coding RNA family classification
- benchmark: UTR-LM-MRL on BEACON ncRNA: Non-coding RNA family classification
- benchmark: UTR-LM-TE&EL on BEACON ncRNA: Non-coding RNA family classification
- benchmark: UTRBERT-3mer on BEACON ncRNA: Non-coding RNA family classification
- benchmark: UTRBERT-4mer on BEACON ncRNA: Non-coding RNA family classification
- benchmark: UTRBERT-5mer on BEACON ncRNA: Non-coding RNA family classification
- benchmark: UTRBERT-6mer on BEACON ncRNA: Non-coding RNA family classification