Task

NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation

Fitness prediction on tRNA assays, supervised, random cross validation. Scored with Spearman ρ on NABench tRNA assays. Scored supervised, random cross validation across the NABench tRNA assays.

26 evaluations · 26 metric rows

Overview

Fitness prediction on tRNA assays, supervised, random cross validation. Scored with Spearman ρ on NABench tRNA assays. Scored supervised, random cross validation across the NABench tRNA assays.

Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.

Evaluation design

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Benchmarks

NABench

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Recorded evaluations

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Run instructions

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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.

Comparison and metric

NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation

spearman (correlation) · Higher values are better for this metric.

Every method NABench reports on Fitness prediction on tRNA assays, supervised, random cross validation, scored with Spearman ρ on NABench tRNA assays.

Evaluation protocol · NABench tRNA assays (NABench split)

RNA-FM · Configuration · Author-reported evaluation0.587
LucaOne · Configuration · Author-reported evaluation0.571
RESM · Configuration · Author-reported evaluation0.595
Enformer · Configuration · Author-reported evaluation0.353
GENERator-3B · Configuration · Author-reported evaluation0.551
structRFM · Configuration · Author-reported evaluation0.588
SPACE · Configuration · Author-reported evaluation0.457
N.T.-v2-50m · Configuration · Author-reported evaluation0.470
Evo_1.5_8k_base · Configuration · Author-reported evaluation0.494
Evo2-7B · Configuration · Author-reported evaluation0.393
Crafts · Configuration · Author-reported evaluation0.553
Evo_1_8k_base · Configuration · Author-reported evaluation0.503
Evo_1_8k · Configuration · Author-reported evaluation0.503
BiRNA-BERT · Configuration · Author-reported evaluation0.563
RNAernie · Configuration · Author-reported evaluation0.464
Evo2-7B-base · Configuration · Author-reported evaluation0.421
GENA-LM-large · Configuration · Author-reported evaluation0.470
HyenaDNA · Configuration · Author-reported evaluation0.571
RiNALMo_giga · Configuration · Author-reported evaluation0.494
GenerRNA · Configuration · Author-reported evaluation0.519
Dnabert · Configuration · Author-reported evaluation0.543
AIDO.RNA · Configuration · Author-reported evaluation0.549
LucaVirus · Configuration · Author-reported evaluation0.565
N.T.-v2-500m · Configuration · Author-reported evaluation0.433
GenSLM · Configuration · Author-reported evaluation0.437
Dnabert_6 · Configuration · Author-reported evaluation0.425

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.

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, column(tRNA)

Values, uncertainty and evidence

spearman: original source values
Tested entity	Printed value	Uncertainty	Evidence
RNA-FM · Configuration	0.587 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(RNA-FM), column(tRNA)
LucaOne · Configuration	0.571 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(LucaOne), column(tRNA)
RESM · Configuration	0.595 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(RESM), column(tRNA)
Enformer · Configuration	0.353 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Enformer), column(tRNA)
GENERator-3B · Configuration	0.551 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(GENERator-3B), column(tRNA)
structRFM · Configuration	0.588 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(structRFM), column(tRNA)
SPACE · Configuration	0.457 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(SPACE), column(tRNA)
N.T.-v2-50m · Configuration	0.470 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(N.T.-v2-50m), column(tRNA)
Evo_1.5_8k_base · Configuration	0.494 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Evo_1.5_8k_base), column(tRNA)
Evo2-7B · Configuration	0.393 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Evo2-7B), column(tRNA)
Crafts · Configuration	0.553 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Crafts), column(tRNA)
Evo_1_8k_base · Configuration	0.503 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Evo_1_8k_base), column(tRNA)
Evo_1_8k · Configuration	0.503 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Evo_1_8k), column(tRNA)
BiRNA-BERT · Configuration	0.563 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(BiRNA-BERT), column(tRNA)
RNAernie · Configuration	0.464 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(RNAernie), column(tRNA)
Evo2-7B-base · Configuration	0.421 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Evo2-7B-base), column(tRNA)
GENA-LM-large · Configuration	0.470 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(GENA-LM-large), column(tRNA)
HyenaDNA · Configuration	0.571 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(HyenaDNA), column(tRNA)
RiNALMo_giga · Configuration	0.494 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(RiNALMo_giga), column(tRNA)
GenerRNA · Configuration	0.519 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(GenerRNA), column(tRNA)
Dnabert · Configuration	0.543 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Dnabert), column(tRNA)
AIDO.RNA · Configuration	0.549 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(AIDO.RNA), column(tRNA)
LucaVirus · Configuration	0.565 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(LucaVirus), column(tRNA)
N.T.-v2-500m · Configuration	0.433 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(N.T.-v2-500m), column(tRNA)
GenSLM · Configuration	0.437 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(GenSLM), column(tRNA)
Dnabert_6 · Configuration	0.425 correlation	Not reported	Author-reported evaluation · source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Dnabert_6), column(tRNA)

Scope and limitations

Author-reported numbers, source checked but not independently reproduced.
Zero-shot, few-shot and supervised cross validation figures come from different protocols and are not comparable to each other.
The per-nucleotide-type figures and the overall figures describe the same runs at different resolutions, so they must not be combined.

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 2026-09-17-134cd1815de8 · 26 evaluations · 26 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.

Evaluation setupMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
AIDO.RNA on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: AIDO.RNATask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.549 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(AIDO.RNA), column(tRNA) Source checking is not independent reproduction.
BiRNA-BERT on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: BiRNA-BERTTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.563 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(BiRNA-BERT), column(tRNA) Source checking is not independent reproduction.
Crafts on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: CraftsTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.553 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Crafts), column(tRNA) Source checking is not independent reproduction.
Dnabert_6 on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: Dnabert_6Task: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.425 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Dnabert_6), column(tRNA) Source checking is not independent reproduction.
Dnabert on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: DnabertTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.543 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Dnabert), column(tRNA) Source checking is not independent reproduction.
Enformer on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: EnformerTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.353 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Enformer), column(tRNA) Source checking is not independent reproduction.
Evo_1.5_8k_base on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: Evo_1.5_8k_baseTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.494 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Evo_1.5_8k_base), column(tRNA) Source checking is not independent reproduction.
Evo_1_8k_base on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: Evo_1_8k_baseTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.503 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Evo_1_8k_base), column(tRNA) Source checking is not independent reproduction.
Evo_1_8k on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: Evo_1_8kTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.503 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Evo_1_8k), column(tRNA) Source checking is not independent reproduction.
Evo2-7B-base on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: Evo2-7B-baseTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.421 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Evo2-7B-base), column(tRNA) Source checking is not independent reproduction.
Evo2-7B on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: Evo2-7BTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.393 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(Evo2-7B), column(tRNA) Source checking is not independent reproduction.
GENA-LM-large on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: GENA-LM-largeTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.470 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(GENA-LM-large), column(tRNA) Source checking is not independent reproduction.
GENERator-3B on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: GENERator-3BTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.551 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(GENERator-3B), column(tRNA) Source checking is not independent reproduction.
GenerRNA on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: GenerRNATask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.519 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(GenerRNA), column(tRNA) Source checking is not independent reproduction.
GenSLM on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: GenSLMTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.437 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(GenSLM), column(tRNA) Source checking is not independent reproduction.
HyenaDNA on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: HyenaDNATask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.571 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(HyenaDNA), column(tRNA) Source checking is not independent reproduction.
LucaOne on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: LucaOneTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.571 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(LucaOne), column(tRNA) Source checking is not independent reproduction.
LucaVirus on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: LucaVirusTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.565 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(LucaVirus), column(tRNA) Source checking is not independent reproduction.
N.T.-v2-500m on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: N.T.-v2-500mTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.433 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(N.T.-v2-500m), column(tRNA) Source checking is not independent reproduction.
N.T.-v2-50m on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: N.T.-v2-50mTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.470 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(N.T.-v2-50m), column(tRNA) Source checking is not independent reproduction.
RESM on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: RESMTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.595 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(RESM), column(tRNA) Source checking is not independent reproduction.
RiNALMo_giga on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: RiNALMo_gigaTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.494 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(RiNALMo_giga), column(tRNA) Source checking is not independent reproduction.
RNA-FM on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: RNA-FMTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.587 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(RNA-FM), column(tRNA) Source checking is not independent reproduction.
RNAernie on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: RNAernieTask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.464 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(RNAernie), column(tRNA) Source checking is not independent reproduction.
SPACE on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: SPACETask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, random cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked
0.457 spearman Unit: correlation · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(SPACE), column(tRNA) 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

Claims, original sources and review scope · Release 2026-09-17-134cd1815de8
Property and statement	Original source and location	Review and provenance
Relationship: part of discovery-benchmark-nabench Individual claims	NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 10, column(tRNA) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183421+00:00	source checked automated source review · 2026-09-18 Audit details Primary-source transcription with no human sign-off and no independent reproduction. Field: `links:part_of:discovery-benchmark-nabench` Claim: nabench-association-rcv-corr-trna Source artifact SHA-256: `fefd48d53b1a7eadf9e14db96adacc8e646304c1b592562d9f136f4508941350` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact

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Sources and history

Release 2026-09-17-134cd1815de8 · Record review: source checked

1 source records and release history

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Original source · Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256

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Technical metadata and extraction receipts

Stable ID: nabench-task-rcv-corr-trna

areas: rna-transcriptomes
tasks: Fitness prediction on tRNA assays, supervised, random cross validation
metric: Spearman ρ
metric direction: higher
dataset: NABench tRNA assays
protocol: Scored supervised, random cross validation across the NABench tRNA assays.
source locator: Table 10, column(tRNA)
comparison panels: id: nabench-panel-rcv-corr-trna; title: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation; protocol id: nabench-task-rcv-corr-trna; dataset id: nabench-dataset-nabench-trna-assays; metric: spearman; unit: correlation; direction: higher; result ids: nabench-result-rna-fm-rcv-corr-trna-spearman; nabench-result-lucaone-rcv-corr-trna-spearman; nabench-result-resm-rcv-corr-trna-spearman; nabench-result-enformer-rcv-corr-trna-spearman; nabench-result-generator-3b-rcv-corr-trna-spearman; nabench-result-structrfm-rcv-corr-trna-spearman; nabench-result-space-rcv-corr-trna-spearman; nabench-result-n-t-v2-50m-rcv-corr-trna-spearman; nabench-result-evo-1-5-8k-base-rcv-corr-trna-spearman; nabench-result-evo2-7b-rcv-corr-trna-spearman; nabench-result-crafts-rcv-corr-trna-spearman; nabench-result-evo-1-8k-base-rcv-corr-trna-spearman; nabench-result-evo-1-8k-rcv-corr-trna-spearman; nabench-result-birna-bert-rcv-corr-trna-spearman; nabench-result-rnaernie-rcv-corr-trna-spearman; nabench-result-evo2-7b-base-rcv-corr-trna-spearman; nabench-result-gena-lm-large-rcv-corr-trna-spearman; nabench-result-hyenadna-rcv-corr-trna-spearman; nabench-result-rinalmo-giga-rcv-corr-trna-spearman; nabench-result-generrna-rcv-corr-trna-spearman; nabench-result-dnabert-rcv-corr-trna-spearman; nabench-result-aido-rna-rcv-corr-trna-spearman; nabench-result-lucavirus-rcv-corr-trna-spearman; nabench-result-n-t-v2-500m-rcv-corr-trna-spearman; nabench-result-genslm-rcv-corr-trna-spearman; nabench-result-dnabert-6-rcv-corr-trna-spearman; source ids: evidence-expansion-nabench-fefd48d5; source locator: Table 10, column(tRNA); context: Every method NABench reports on Fitness prediction on tRNA assays, supervised, random cross validation, scored with Spearman ρ on NABench tRNA assays.; caveats: Author-reported numbers, source checked but not independently reproduced.; Zero-shot, few-shot and supervised cross validation figures come from different protocols and are not comparable to each other.; The per-nucleotide-type figures and the overall figures describe the same runs at different resolutions, so they must not be combined.; review: method: automated_source_review; date: 2026-09-18

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