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Result

Spearman (mean signed Spearman over the 3 tRNA assays) of AIDO.RNA-300M-MARS (RNAGym fitness leaderboard v0.1.1) on RNAGym tRNA DMS assays (3)

0.368 Spearman (mean signed Spearman over the 3 tRNA assays)

Methods

Tested configuration
AIDO.RNA-300M-MARS (RNAGym fitness leaderboard v0.1.1)
Protocol
RNAGym v0.1.1 fitness, signed Spearman, tRNA
Dataset
RNAGym tRNA DMS assays (3)
Procedure
RNAGym v0.1.1 fitness, signed Spearman, tRNA
Evaluation
AIDO.RNA-300M-MARS on RNAGym v0.1.1 fitness (tRNA)
Coverage
Not reported scored / Not reported eligible
Uncertainty
Not reported by the source
Evidence
Independent external evaluation · source checkedRNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, 'AIDO.RNA across model sizes' table, row 'AIDO.RNA-300M-MARS', column 'tRNA'

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
Whole assays (zero-shot)
Adaptation
Zero-shot; masked-marginal log-likelihood ratio for masked language models
Scoring implementation
Signed Spearman (performance_fitness.py --type ncRNA on branch v0.2)

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

Claims, original sources and review scope · Release 2026-10-22-1b7cf027e4f6
Property and statementOriginal source and locationReview and provenance
Reported result
0.3684
Individual claims		RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md

Original source ↗

leaderboard/fitness/README.md, 'AIDO.RNA across model sizes' table, row 'AIDO.RNA-300M-MARS', column 'tRNA'

Version: Commit 2828cf99316d75daaa8d832a2573cbb25bbd35fe (2026-08-14, 'Update fitness leaderboard v0.2 models'); leaderboard labelled v0.1.1
Retrieved: 2026-10-11T21:40:04Z

source checked

["source-hash-verification","deterministic-table-parse","independent-cell-check"] · 2026-10-12

independent paper

Audit details

Extraction: Parsed the Markdown table rows of the pinned README with extract/extract_rnagym.py and checked each printed value against the linked CSV at the same commit rounded half-even to four decimals. Row 3. Independent review 2026-10-12: value, locator, metric, unit, direction and linked configuration and protocol checked.

Field: attributes.printed_value

Source artifact SHA-256: c947a7a45a53cc4106323a3bcae1bb3fa84276bc07df89493cb501735711b891

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Extraction artifact SHA-256: c947a7a45a53cc4106323a3bcae1bb3fa84276bc07df89493cb501735711b891

Extraction artifact

How to read the evidence

Sources and history

Release 2026-10-22-1b7cf027e4f6 · Record review: source checked

1 source record and release historyDownload this release (gzip)
Technical metadata and extraction receipts

Stable ID: lit-rna-20261011-rnagym-result-aido-rna-300m-mars-trna

metric
spearman-correlation
metric direction
higher
unit
unitless
printed value
0.3684
source locator
leaderboard/fitness/README.md, 'AIDO.RNA across model sizes' table, row 'AIDO.RNA-300M-MARS', column 'tRNA'
review
method: source-hash-verification; deterministic-table-parse; independent-cell-check; method note: Re-fetched README, CSVs and LICENSE at commit 2828cf9 and matched their SHA-256. An independent Markdown table parse matched all 64 printed and numeric values and locators; all 64 were also read against the rendered table.; reviewer: claude; reviewer note: Claude review agent reviewer-ro-1, independent of the extractor lit-rna-otheromics; no human review claimed; date: 2026-10-12; artifact sha256: c947a7a45a53cc4106323a3bcae1bb3fa84276bc07df89493cb501735711b891; retrieval url: https://raw.githubusercontent.com/MarksLab-DasLab/RNAGym/2828cf99316d75daaa8d832a2573cbb25bbd35fe/leaderboard/fitness/README.md; note: Extraction: Parsed the Markdown table rows of the pinned README with extract/extract_rnagym.py and checked each printed value against the linked CSV at the same commit rounded half-even to four decimals. Row 3. Independent review 2026-10-12: value, locator, metric, unit, direction and linked configuration and protocol checked.
numeric value
0.3684
metric qualifier
mean signed Spearman over the 3 tRNA assays
missing metadata
uncertainty: reason: unreported
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