evaluation · needs review

mRNABERT: translation-efficiency prediction

Evaluation procedure

human translation-efficiency regression at 3066-nt input

Metadata review: needs review. Unreported conditions prevent automatic comparisons.

Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.

Evaluated configurationMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
mRNABERT: translation-efficiency prediction Model: mRNABERT · Benchmark: translation-efficiency prediction · Dataset: human ultra-long mRNAs human translation-efficiency regression at 3066-nt input Author-reported evaluation · Evaluation metadata: needs review
0.669 R-squared Unit: unitless · Direction: unknown	Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported	source checkedmRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset · Table 2, mRNABERT (3066) row, Human R-squared column Source checking is not independent reproduction.

Release 2026-09-16-d74d282221a9 · Record review: needs review

Technical metadata and extraction receipts

Stable ID: evaluation-b2-mrnabert-2025

areas: rna-transcriptomes
tasks: translation-efficiency prediction
origin: author_reported
protocol: human translation-efficiency regression at 3066-nt input
version: 3066-nt input
comparison: protocol id: Not reported; dataset version: Not reported; split: paper evaluation; population: Not reported; inputs: Not reported; adaptation: Not reported; metric implementation: Not reported; aggregation: Not reported; budget: Not reported
missing metadata: dataset version: not_reported_in_legacy_extract

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