rewirebio.iobenchmarks
Configuration

SPACE

SPACE: Nucleotide foundation model.

42 evaluations · 42 results

Overview

An explanatory profile has not yet been reviewed for this record.

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

Evaluations and results

42 evaluations · 42 results. Different protocols are not a single leaderboard.

Sorted by Spearman (higher is better). The best value in each column is highlighted. Decimals are rounded for display; each value links to the printed value and its source.

Tested configurationProtocol and datasetSpearmanAUROCMCCNDCG (cutoff not stated)
SPACEEvaluationNABench RCV-CORR-PROMOTER: Fitness prediction on promoter assays, supervised, random cross validation, NABench promoter assays (NABench split)0.612 (best in column)Not reportedNot reportedNot reported
SPACEEvaluationNABench SELEX-RCV: Overall fitness prediction on NABench SELEX assays, Random cross validation Spearman ρ, NABench SELEX assays (NABench split)0.608Not reportedNot reportedNot reported
SPACEEvaluationNABench SELEX-FS: Overall fitness prediction on NABench SELEX assays, Few-shot Spearman ρ, NABench SELEX assays (NABench split)0.568Not reportedNot reportedNot reported
SPACEEvaluationNABench RCV-CORR-MRNA: Fitness prediction on mRNA assays, supervised, random cross validation, NABench mRNA assays (NABench split)0.54Not reportedNot reportedNot reported
SPACEEvaluationNABench DMS-RCV: Overall fitness prediction on NABench deep mutational scanning assays, Random cross validation Spearman ρ, NABench deep mutational scanning assays (NABench split)0.483Not reportedNot reportedNot reported
SPACEEvaluationNABench RCV-CORR-APTAMER: Fitness prediction on aptamer assays, supervised, random cross validation, NABench aptamer assays (NABench split)0.474Not reportedNot reportedNot reported
SPACEEvaluationNABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation, NABench ribozyme assays (NABench split)0.467Not reportedNot reportedNot reported
SPACEEvaluationNABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation, NABench tRNA assays (NABench split)0.457Not reportedNot reportedNot reported
SPACEEvaluationNABench RCV-CORR-ENHANCER: Fitness prediction on enhancer assays, supervised, random cross validation, NABench enhancer assays (NABench split)0.442Not reportedNot reportedNot reported
SPACEEvaluationNABench ZS-CORR-PROMOTER: Fitness prediction on promoter assays, zero-shot, NABench promoter assays (NABench split)0.346Not reportedNot reportedNot reported
SPACEEvaluationNABench CCV-CORR-ENHANCER: Fitness prediction on enhancer assays, supervised, contiguous cross validation, NABench enhancer assays (NABench split)0.344Not reportedNot reportedNot reported
SPACEEvaluationNABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation, NABench ribozyme assays (NABench split)0.309Not reportedNot reportedNot reported
SPACEEvaluationNABench FS-CORR-MRNA: Fitness prediction on mRNA assays, few-shot, NABench mRNA assays (NABench split)0.255Not reportedNot reportedNot reported
SPACEEvaluationNABench DMS-CCV: Overall fitness prediction on NABench deep mutational scanning assays, Contiguous cross validation Spearman ρ, NABench deep mutational scanning assays (NABench split)0.252Not reportedNot reportedNot reported
SPACEEvaluationNABench FS-CORR-APTAMER: Fitness prediction on aptamer assays, few-shot, NABench aptamer assays (NABench split)0.241Not reportedNot reportedNot reported
SPACEEvaluationNABench CCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, contiguous cross validation, NABench tRNA assays (NABench split)0.17Not reportedNot reportedNot reported
SPACEEvaluationNABench ZS-CORR-ENHANCER: Fitness prediction on enhancer assays, zero-shot, NABench enhancer assays (NABench split)0.17Not reportedNot reportedNot reported
SPACEEvaluationNABench FS-CORR-ENHANCER: Fitness prediction on enhancer assays, few-shot, NABench enhancer assays (NABench split)0.158Not reportedNot reportedNot reported
SPACEEvaluationNABench FS-CORR-TRNA: Fitness prediction on tRNA assays, few-shot, NABench tRNA assays (NABench split)0.13Not reportedNot reportedNot reported
SPACEEvaluationNABench CCV-CORR-APTAMER: Fitness prediction on aptamer assays, supervised, contiguous cross validation, NABench aptamer assays (NABench split)0.128Not reportedNot reportedNot reported
SPACEEvaluationNABench DMS-FS: Overall fitness prediction on NABench deep mutational scanning assays, Few-shot Spearman ρ, NABench deep mutational scanning assays (NABench split)0.125Not reportedNot reportedNot reported
SPACEEvaluationNABench FS-CORR-PROMOTER: Fitness prediction on promoter assays, few-shot, NABench promoter assays (NABench split)0.114Not reportedNot reportedNot reported
SPACEEvaluationNABench CCV-CORR-MRNA: Fitness prediction on mRNA assays, supervised, contiguous cross validation, NABench mRNA assays (NABench split)0.112Not reportedNot reportedNot reported
SPACEEvaluationNABench ZS-CORR-APTAMER: Fitness prediction on aptamer assays, zero-shot, NABench aptamer assays (NABench split)0.111Not reportedNot reportedNot reported
SPACEEvaluationNABench SELEX-ZS-CORR: Overall fitness prediction on NABench SELEX assays, Zero-shot Spearman ρ, NABench SELEX assays (NABench split)0.091Not reportedNot reportedNot reported
SPACEEvaluationNABench ZS-CORR-TRNA: Fitness prediction on tRNA assays, zero-shot, NABench tRNA assays (NABench split)0.089Not reportedNot reportedNot reported
SPACEEvaluationNABench DMS-ZS-CORR: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot Spearman ρ, NABench deep mutational scanning assays (NABench split)0.087Not reportedNot reportedNot reported
SPACEEvaluationNABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot, NABench ribozyme assays (NABench split)0.08Not reportedNot reportedNot reported
SPACEEvaluationNABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot, NABench ribozyme assays (NABench split)0.06Not reportedNot reportedNot reported
SPACEEvaluationNABench ZS-CORR-MRNA: Fitness prediction on mRNA assays, zero-shot, NABench mRNA assays (NABench split)0.059Not reportedNot reportedNot reported
SPACEEvaluationNABench DMS-ZS-AUC: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot AUC, NABench deep mutational scanning assays (NABench split)Not reported0.519Not reportedNot reported
SPACEEvaluationNABench DMS-ZS-MCC: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot MCC, NABench deep mutational scanning assays (NABench split)Not reportedNot reported0.051Not reported
SPACEEvaluationNABench DMS-ZS-NDCG: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot NDCG, NABench deep mutational scanning assays (NABench split)Not reportedNot reportedNot reported0.349
SPACEEvaluationNABench SELEX-ZS-AUC: Overall fitness prediction on NABench SELEX assays, Zero-shot AUC, NABench SELEX assays (NABench split)Not reported0.557Not reportedNot reported
SPACEEvaluationNABench SELEX-ZS-MCC: Overall fitness prediction on NABench SELEX assays, Zero-shot MCC, NABench SELEX assays (NABench split)Not reportedNot reported0.06 (best in column)Not reported
SPACEEvaluationNABench SELEX-ZS-NDCG: Overall fitness prediction on NABench SELEX assays, Zero-shot NDCG, NABench SELEX assays (NABench split)Not reportedNot reportedNot reported0.396 (best in column)
SPACEEvaluationNABench ZS-AUC-APTAMER: Fitness prediction on aptamer assays, zero-shot, NABench aptamer assays (NABench split)Not reported0.571Not reportedNot reported
SPACEEvaluationNABench ZS-AUC-ENHANCER: Fitness prediction on enhancer assays, zero-shot, NABench enhancer assays (NABench split)Not reported0.648 (best in column)Not reportedNot reported
SPACEEvaluationNABench ZS-AUC-MRNA: Fitness prediction on mRNA assays, zero-shot, NABench mRNA assays (NABench split)Not reported0.583Not reportedNot reported
SPACEEvaluationNABench ZS-AUC-PROMOTER: Fitness prediction on promoter assays, zero-shot, NABench promoter assays (NABench split)Not reported0.644Not reportedNot reported
SPACEEvaluationNABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot, NABench ribozyme assays (NABench split)Not reported0.53Not reportedNot reported
SPACEEvaluationNABench ZS-AUC-TRNA: Fitness prediction on tRNA assays, zero-shot, NABench tRNA assays (NABench split)Not reported0.533Not reportedNot reported
All 42 result rows with coverage, uncertainty and sources
Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: SPACETask: NABench CCV-CORR-APTAMER: Fitness prediction on aptamer assays, supervised, contiguous cross validation
Dataset subset: NABench aptamer assays (NABench split)
0.128 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench CCV-CORR-APTAMER: Fitness prediction on aptamer assays, supervised, contiguous cross validation

Scored supervised, contiguous cross validation across the NABench aptamer assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 11, row(SPACE), column(aptamer)
Configuration: SPACETask: NABench CCV-CORR-ENHANCER: Fitness prediction on enhancer assays, supervised, contiguous cross validation
Dataset subset: NABench enhancer assays (NABench split)
0.344 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench CCV-CORR-ENHANCER: Fitness prediction on enhancer assays, supervised, contiguous cross validation

Scored supervised, contiguous cross validation across the NABench enhancer assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 11, row(SPACE), column(enhancer)
Configuration: SPACETask: NABench CCV-CORR-MRNA: Fitness prediction on mRNA assays, supervised, contiguous cross validation
Dataset subset: NABench mRNA assays (NABench split)
0.112 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench CCV-CORR-MRNA: Fitness prediction on mRNA assays, supervised, contiguous cross validation

Scored supervised, contiguous cross validation across the NABench mRNA assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 11, row(SPACE), column(mRNA)
Configuration: SPACETask: NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation
Dataset subset: NABench ribozyme assays (NABench split)
0.309 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation

Scored supervised, contiguous cross validation across the NABench ribozyme assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 11, row(SPACE), column(ribozyme)
Configuration: SPACETask: NABench CCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, contiguous cross validation
Dataset subset: NABench tRNA assays (NABench split)
0.17 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench CCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, contiguous cross validation

Scored supervised, contiguous cross validation across the NABench tRNA assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 11, row(SPACE), column(tRNA)
Configuration: SPACETask: NABench DMS-CCV: Overall fitness prediction on NABench deep mutational scanning assays, Contiguous cross validation Spearman ρ
Dataset subset: NABench deep mutational scanning assays (NABench split)
0.252 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench DMS-CCV: Overall fitness prediction on NABench deep mutational scanning assays, Contiguous cross validation Spearman ρ

Aggregated by the NABench authors across NABench deep mutational scanning assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 6, row(SPACE), column(Contiguous cross validation Spearman ρ)
Configuration: SPACETask: NABench DMS-FS: Overall fitness prediction on NABench deep mutational scanning assays, Few-shot Spearman ρ
Dataset subset: NABench deep mutational scanning assays (NABench split)
0.125 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench DMS-FS: Overall fitness prediction on NABench deep mutational scanning assays, Few-shot Spearman ρ

Aggregated by the NABench authors across NABench deep mutational scanning assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 6, row(SPACE), column(Few-shot Spearman ρ)
Configuration: SPACETask: NABench DMS-RCV: Overall fitness prediction on NABench deep mutational scanning assays, Random cross validation Spearman ρ
Dataset subset: NABench deep mutational scanning assays (NABench split)
0.483 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench DMS-RCV: Overall fitness prediction on NABench deep mutational scanning assays, Random cross validation Spearman ρ

Aggregated by the NABench authors across NABench deep mutational scanning assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 6, row(SPACE), column(Random cross validation Spearman ρ)
Configuration: SPACETask: NABench DMS-ZS-AUC: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot AUC
Dataset subset: NABench deep mutational scanning assays (NABench split)
0.519 AUROC
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench DMS-ZS-AUC: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot AUC

Aggregated by the NABench authors across NABench deep mutational scanning assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 6, row(SPACE), column(Zero-shot AUC)
Configuration: SPACETask: NABench DMS-ZS-CORR: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot Spearman ρ
Dataset subset: NABench deep mutational scanning assays (NABench split)
0.087 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench DMS-ZS-CORR: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot Spearman ρ

Aggregated by the NABench authors across NABench deep mutational scanning assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 6, row(SPACE), column(Zero-shot Spearman ρ)
Configuration: SPACETask: NABench DMS-ZS-MCC: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot MCC
Dataset subset: NABench deep mutational scanning assays (NABench split)
0.051 MCC
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench DMS-ZS-MCC: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot MCC

Aggregated by the NABench authors across NABench deep mutational scanning assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 6, row(SPACE), column(Zero-shot MCC)
Configuration: SPACETask: NABench DMS-ZS-NDCG: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot NDCG
Dataset subset: NABench deep mutational scanning assays (NABench split)
0.349 NDCG (cutoff not stated)
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench DMS-ZS-NDCG: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot NDCG

Aggregated by the NABench authors across NABench deep mutational scanning assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 6, row(SPACE), column(Zero-shot NDCG)
Configuration: SPACETask: NABench FS-CORR-APTAMER: Fitness prediction on aptamer assays, few-shot
Dataset subset: NABench aptamer assays (NABench split)
0.241 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench FS-CORR-APTAMER: Fitness prediction on aptamer assays, few-shot

Scored few-shot across the NABench aptamer assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 9, row(SPACE), column(aptamer)
Configuration: SPACETask: NABench FS-CORR-ENHANCER: Fitness prediction on enhancer assays, few-shot
Dataset subset: NABench enhancer assays (NABench split)
0.158 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench FS-CORR-ENHANCER: Fitness prediction on enhancer assays, few-shot

Scored few-shot across the NABench enhancer assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 9, row(SPACE), column(enhancer)
Configuration: SPACETask: NABench FS-CORR-MRNA: Fitness prediction on mRNA assays, few-shot
Dataset subset: NABench mRNA assays (NABench split)
0.255 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench FS-CORR-MRNA: Fitness prediction on mRNA assays, few-shot

Scored few-shot across the NABench mRNA assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 9, row(SPACE), column(mRNA)
Configuration: SPACETask: NABench FS-CORR-PROMOTER: Fitness prediction on promoter assays, few-shot
Dataset subset: NABench promoter assays (NABench split)
0.114 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench FS-CORR-PROMOTER: Fitness prediction on promoter assays, few-shot

Scored few-shot across the NABench promoter assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 9, row(SPACE), column(promoter)
Configuration: SPACETask: NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot
Dataset subset: NABench ribozyme assays (NABench split)
0.08 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot

Scored few-shot across the NABench ribozyme assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 9, row(SPACE), column(ribozyme)
Configuration: SPACETask: NABench FS-CORR-TRNA: Fitness prediction on tRNA assays, few-shot
Dataset subset: NABench tRNA assays (NABench split)
0.13 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench FS-CORR-TRNA: Fitness prediction on tRNA assays, few-shot

Scored few-shot across the NABench tRNA assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 9, row(SPACE), column(tRNA)
Configuration: SPACETask: NABench RCV-CORR-APTAMER: Fitness prediction on aptamer assays, supervised, random cross validation
Dataset subset: NABench aptamer assays (NABench split)
0.474 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench RCV-CORR-APTAMER: Fitness prediction on aptamer assays, supervised, random cross validation

Scored supervised, random cross validation across the NABench aptamer assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(SPACE), column(aptamer)
Configuration: SPACETask: NABench RCV-CORR-ENHANCER: Fitness prediction on enhancer assays, supervised, random cross validation
Dataset subset: NABench enhancer assays (NABench split)
0.442 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench RCV-CORR-ENHANCER: Fitness prediction on enhancer assays, supervised, random cross validation

Scored supervised, random cross validation across the NABench enhancer assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(SPACE), column(enhancer)
Configuration: SPACETask: NABench RCV-CORR-MRNA: Fitness prediction on mRNA assays, supervised, random cross validation
Dataset subset: NABench mRNA assays (NABench split)
0.54 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench RCV-CORR-MRNA: Fitness prediction on mRNA assays, supervised, random cross validation

Scored supervised, random cross validation across the NABench mRNA assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(SPACE), column(mRNA)
Configuration: SPACETask: NABench RCV-CORR-PROMOTER: Fitness prediction on promoter assays, supervised, random cross validation
Dataset subset: NABench promoter assays (NABench split)
0.612 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench RCV-CORR-PROMOTER: Fitness prediction on promoter assays, supervised, random cross validation

Scored supervised, random cross validation across the NABench promoter assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(SPACE), column(promoter)
Configuration: SPACETask: NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation
Dataset subset: NABench ribozyme assays (NABench split)
0.467 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation

Scored supervised, random cross validation across the NABench ribozyme assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(SPACE), column(ribozyme)
Configuration: SPACETask: NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation
Dataset subset: NABench tRNA assays (NABench split)
0.457 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

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

Scored supervised, random cross validation across the NABench tRNA assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 10, row(SPACE), column(tRNA)
Configuration: SPACETask: NABench SELEX-FS: Overall fitness prediction on NABench SELEX assays, Few-shot Spearman ρ
Dataset subset: NABench SELEX assays (NABench split)
0.568 Spearman
unitless · higher

Uncertainty: Not yet extracted

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SPACE on NABench SELEX-FS: Overall fitness prediction on NABench SELEX assays, Few-shot Spearman ρ

Aggregated by the NABench authors across NABench SELEX assays.

Aggregation: Not reported

NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 12, row(SPACE), column(Few-shot Spearman ρ)

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Stable ID: nabench-method-space

areas
rna-transcriptomes
source locator
Table 7, row(SPACE)
missing metadata
checkpoint revision: reason: unreported; parameters: reason: unextracted
provenance note
Nucleotide foundation model evaluated by the NABench authors under their fitness prediction protocol.
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