R² of BEACON-B512 on RNAcontact (BEACON split)
56.82(0.63) R²
Methods
- Tested configuration
- BEACON-B512
- Task
- BEACON DMP: Distance map prediction
- Dataset subset
- RNAcontact (BEACON split)
- Procedure
- BEACON harness, fixed downstream head per task. Train/validation/test 188/23/80; dataset RNAcontact.
- Evaluation
- BEACON-B512 on BEACON DMP: Distance map prediction
- Coverage
- Not reported scored / Not reported eligible
- Uncertainty
- SD 0.63
- Evidence
- Author-reported evaluation · source checkedBEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) · Table3,p.8,row(BEACON-B512),column(DMP)
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: source checked. Source checked does not mean independently reproduced.
Reproduction
- Split
- 188/23/80
- Adaptation
- BEACON-B pre-trained by the paper's authors, then fine-tuned on the task
- Scoring implementation
- R2
No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.
Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.
Evidence
Source checking verifies the cited claim or transcription. It does not establish 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 |
|---|---|---|
| Reported result 56.82(0.63) Individual claims | BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (arXiv:2406.10391v2) Table3,p.8,row(BEACON-B512),column(DMP) Version: v2, 12 December 2024 | source checked ["pdf-text-parse","independent-cell-check"] · 2026-09-18 author reported Audit detailsSource checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied. Field: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record Extraction artifact SHA-256: |
Sources and history
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
1 source record 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-result-beacon-b512-dmp-r2
- areas
- rna-transcriptomes
- tasks
- Distance map prediction
- metric
- coefficient-of-determination
- metric direction
- higher
- unit
- unitless
- printed value
- 56.82(0.63)
- numeric value
- 56.82
- uncertainty
- type: standard_deviation; value: 0.63
- source locator
- Table3,p.8,row(BEACON-B512),column(DMP)
- missing metadata
- denominator: reason: unextracted; seeds: reason: unreported
- review
- method: pdf-text-parse; independent-cell-check; reviewer: codex; date: 2026-09-18; artifact sha256: 1370d75fe591bb8f994bc67f100a1a3fd557a62b9edb962b21f2fb038e9dea16; retrieval url: https://arxiv.org/pdf/2406.10391; method note: pinned PDF text layer; row and cell counts asserted; ten values cross-checked against the printed table; reviewer note: role: research agent; no human review claimed; note: Source checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied.
- unit detail
- printed x100