structRFM
Nucleotide foundation model evaluated by the NABench authors under their fitness prediction protocol.
Overview
Nucleotide foundation model evaluated by the NABench authors under their fitness prediction protocol.
Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.
Evaluations and results
Release 2026-09-17-134cd1815de8 · 42 evaluations · 42 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.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| structRFM on NABench CCV-CORR-APTAMER: Fitness prediction on aptamer assays, supervised, contiguous cross validation Configuration: structRFMTask: NABench CCV-CORR-APTAMER: Fitness prediction on aptamer assays, supervised, contiguous cross validationDataset subset: NABench aptamer assays (NABench split) Scored supervised, contiguous cross validation across the NABench aptamer assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.281 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 11, row(structRFM), column(aptamer) Source checking is not independent reproduction. |
| structRFM on NABench CCV-CORR-ENHANCER: Fitness prediction on enhancer assays, supervised, contiguous cross validation Configuration: structRFMTask: NABench CCV-CORR-ENHANCER: Fitness prediction on enhancer assays, supervised, contiguous cross validationDataset subset: NABench enhancer assays (NABench split) Scored supervised, contiguous cross validation across the NABench enhancer assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.087 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 11, row(structRFM), column(enhancer) Source checking is not independent reproduction. |
| structRFM on NABench CCV-CORR-MRNA: Fitness prediction on mRNA assays, supervised, contiguous cross validation Configuration: structRFMTask: NABench CCV-CORR-MRNA: Fitness prediction on mRNA assays, supervised, contiguous cross validationDataset subset: NABench mRNA assays (NABench split) Scored supervised, contiguous cross validation across the NABench mRNA assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.136 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 11, row(structRFM), column(mRNA) Source checking is not independent reproduction. |
| structRFM on NABench CCV-CORR-PROMOTER: Fitness prediction on promoter assays, supervised, contiguous cross validation Configuration: structRFMTask: NABench CCV-CORR-PROMOTER: Fitness prediction on promoter assays, supervised, contiguous cross validationDataset subset: NABench promoter assays (NABench split) Scored supervised, contiguous cross validation across the NABench promoter assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.033 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 11, row(structRFM), column(promoter) Source checking is not independent reproduction. |
| structRFM on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation Configuration: structRFMTask: NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validationDataset subset: NABench ribozyme assays (NABench split) Scored supervised, contiguous cross validation across the NABench ribozyme assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.217 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 11, row(structRFM), column(ribozyme) Source checking is not independent reproduction. |
| structRFM on NABench CCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, contiguous cross validation Configuration: structRFMTask: NABench CCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, contiguous cross validationDataset subset: NABench tRNA assays (NABench split) Scored supervised, contiguous cross validation across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.375 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 11, row(structRFM), column(tRNA) Source checking is not independent reproduction. |
| structRFM on NABench DMS-CCV: Overall fitness prediction on NABench deep mutational scanning assays, Contiguous cross validation Spearman ρ Configuration: structRFMTask: NABench DMS-CCV: Overall fitness prediction on NABench deep mutational scanning assays, Contiguous cross validation Spearman ρDataset subset: NABench deep mutational scanning assays (NABench split) Aggregated by the NABench authors across NABench deep mutational scanning assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.227 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 6, row(structRFM), column(Contiguous cross validation Spearman ρ) Source checking is not independent reproduction. |
| structRFM on NABench DMS-FS: Overall fitness prediction on NABench deep mutational scanning assays, Few-shot Spearman ρ Configuration: structRFMTask: NABench DMS-FS: Overall fitness prediction on NABench deep mutational scanning assays, Few-shot Spearman ρDataset subset: NABench deep mutational scanning assays (NABench split) Aggregated by the NABench authors across NABench deep mutational scanning assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.173 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 6, row(structRFM), column(Few-shot Spearman ρ) Source checking is not independent reproduction. |
| structRFM on NABench DMS-RCV: Overall fitness prediction on NABench deep mutational scanning assays, Random cross validation Spearman ρ Configuration: structRFMTask: NABench DMS-RCV: Overall fitness prediction on NABench deep mutational scanning assays, Random cross validation Spearman ρDataset subset: NABench deep mutational scanning assays (NABench split) Aggregated by the NABench authors across NABench deep mutational scanning assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.539 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 6, row(structRFM), column(Random cross validation Spearman ρ) Source checking is not independent reproduction. |
| structRFM on NABench DMS-ZS-AUC: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot AUC Configuration: structRFMTask: NABench DMS-ZS-AUC: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot AUCDataset subset: NABench deep mutational scanning assays (NABench split) Aggregated by the NABench authors across NABench deep mutational scanning assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.469 auc Unit: fraction · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 6, row(structRFM), column(Zero-shot AUC) Source checking is not independent reproduction. |
| structRFM on NABench DMS-ZS-CORR: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot Spearman ρ Configuration: structRFMTask: NABench DMS-ZS-CORR: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot Spearman ρDataset subset: NABench deep mutational scanning assays (NABench split) Aggregated by the NABench authors across NABench deep mutational scanning assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.130 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 6, row(structRFM), column(Zero-shot Spearman ρ) Source checking is not independent reproduction. |
| structRFM on NABench DMS-ZS-MCC: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot MCC Configuration: structRFMTask: NABench DMS-ZS-MCC: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot MCCDataset subset: NABench deep mutational scanning assays (NABench split) Aggregated by the NABench authors across NABench deep mutational scanning assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.065 mcc 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 6, row(structRFM), column(Zero-shot MCC) Source checking is not independent reproduction. |
| structRFM on NABench DMS-ZS-NDCG: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot NDCG Configuration: structRFMTask: NABench DMS-ZS-NDCG: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot NDCGDataset subset: NABench deep mutational scanning assays (NABench split) Aggregated by the NABench authors across NABench deep mutational scanning assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.327 ndcg Unit: fraction · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedNABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 6, row(structRFM), column(Zero-shot NDCG) Source checking is not independent reproduction. |
| structRFM on NABench FS-CORR-APTAMER: Fitness prediction on aptamer assays, few-shot Configuration: structRFMTask: NABench FS-CORR-APTAMER: Fitness prediction on aptamer assays, few-shotDataset subset: NABench aptamer assays (NABench split) Scored few-shot across the NABench aptamer assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.181 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 9, row(structRFM), column(aptamer) Source checking is not independent reproduction. |
| structRFM on NABench FS-CORR-ENHANCER: Fitness prediction on enhancer assays, few-shot Configuration: structRFMTask: NABench FS-CORR-ENHANCER: Fitness prediction on enhancer assays, few-shotDataset subset: NABench enhancer assays (NABench split) Scored few-shot across the NABench enhancer assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.113 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 9, row(structRFM), column(enhancer) Source checking is not independent reproduction. |
| structRFM on NABench FS-CORR-MRNA: Fitness prediction on mRNA assays, few-shot Configuration: structRFMTask: NABench FS-CORR-MRNA: Fitness prediction on mRNA assays, few-shotDataset subset: NABench mRNA assays (NABench split) Scored few-shot across the NABench mRNA assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.276 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 9, row(structRFM), column(mRNA) Source checking is not independent reproduction. |
| structRFM on NABench FS-CORR-PROMOTER: Fitness prediction on promoter assays, few-shot Configuration: structRFMTask: NABench FS-CORR-PROMOTER: Fitness prediction on promoter assays, few-shotDataset subset: NABench promoter assays (NABench split) Scored few-shot across the NABench promoter assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.104 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 9, row(structRFM), column(promoter) Source checking is not independent reproduction. |
| structRFM on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot Configuration: structRFMTask: NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shotDataset subset: NABench ribozyme assays (NABench split) Scored few-shot across the NABench ribozyme assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.149 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 9, row(structRFM), column(ribozyme) Source checking is not independent reproduction. |
| structRFM on NABench FS-CORR-TRNA: Fitness prediction on tRNA assays, few-shot Configuration: structRFMTask: NABench FS-CORR-TRNA: Fitness prediction on tRNA assays, few-shotDataset subset: NABench tRNA assays (NABench split) Scored few-shot across the NABench tRNA assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.273 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 9, row(structRFM), column(tRNA) Source checking is not independent reproduction. |
| structRFM on NABench RCV-CORR-APTAMER: Fitness prediction on aptamer assays, supervised, random cross validation Configuration: structRFMTask: NABench RCV-CORR-APTAMER: Fitness prediction on aptamer assays, supervised, random cross validationDataset subset: NABench aptamer assays (NABench split) Scored supervised, random cross validation across the NABench aptamer assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.541 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(structRFM), column(aptamer) Source checking is not independent reproduction. |
| structRFM on NABench RCV-CORR-ENHANCER: Fitness prediction on enhancer assays, supervised, random cross validation Configuration: structRFMTask: NABench RCV-CORR-ENHANCER: Fitness prediction on enhancer assays, supervised, random cross validationDataset subset: NABench enhancer assays (NABench split) Scored supervised, random cross validation across the NABench enhancer assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.275 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(structRFM), column(enhancer) Source checking is not independent reproduction. |
| structRFM on NABench RCV-CORR-MRNA: Fitness prediction on mRNA assays, supervised, random cross validation Configuration: structRFMTask: NABench RCV-CORR-MRNA: Fitness prediction on mRNA assays, supervised, random cross validationDataset subset: NABench mRNA assays (NABench split) Scored supervised, random cross validation across the NABench mRNA assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.596 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(structRFM), column(mRNA) Source checking is not independent reproduction. |
| structRFM on NABench RCV-CORR-PROMOTER: Fitness prediction on promoter assays, supervised, random cross validation Configuration: structRFMTask: NABench RCV-CORR-PROMOTER: Fitness prediction on promoter assays, supervised, random cross validationDataset subset: NABench promoter assays (NABench split) Scored supervised, random cross validation across the NABench promoter assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.610 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(structRFM), column(promoter) Source checking is not independent reproduction. |
| structRFM on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation Configuration: structRFMTask: NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validationDataset subset: NABench ribozyme assays (NABench split) Scored supervised, random cross validation across the NABench ribozyme assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.531 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(structRFM), column(ribozyme) Source checking is not independent reproduction. |
| structRFM on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation Configuration: structRFMTask: 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 | ||
| 0.588 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(structRFM), column(tRNA) Source checking is not independent reproduction. |
Evidence table
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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.
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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
Technical metadata and extraction receipts
Stable ID: nabench-method-structrfm
- areas
- rna-transcriptomes
- source locator
- Table 7, row(structRFM)
- missing metadata
- checkpoint revision: unreported; parameters: unextracted
Related records
- model: structRFM on NABench CCV-CORR-APTAMER: Fitness prediction on aptamer assays, supervised, contiguous cross validation
- model: structRFM on NABench CCV-CORR-ENHANCER: Fitness prediction on enhancer assays, supervised, contiguous cross validation
- model: structRFM on NABench CCV-CORR-MRNA: Fitness prediction on mRNA assays, supervised, contiguous cross validation
- model: structRFM on NABench CCV-CORR-PROMOTER: Fitness prediction on promoter assays, supervised, contiguous cross validation
- model: structRFM on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation
- model: structRFM on NABench CCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, contiguous cross validation
- model: structRFM on NABench DMS-CCV: Overall fitness prediction on NABench deep mutational scanning assays, Contiguous cross validation Spearman ρ
- model: structRFM on NABench DMS-FS: Overall fitness prediction on NABench deep mutational scanning assays, Few-shot Spearman ρ
- model: structRFM on NABench DMS-RCV: Overall fitness prediction on NABench deep mutational scanning assays, Random cross validation Spearman ρ
- model: structRFM on NABench DMS-ZS-AUC: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot AUC
- model: structRFM on NABench DMS-ZS-CORR: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot Spearman ρ
- model: structRFM on NABench DMS-ZS-MCC: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot MCC
- model: structRFM on NABench DMS-ZS-NDCG: Overall fitness prediction on NABench deep mutational scanning assays, Zero-shot NDCG
- model: structRFM on NABench FS-CORR-APTAMER: Fitness prediction on aptamer assays, few-shot
- model: structRFM on NABench FS-CORR-ENHANCER: Fitness prediction on enhancer assays, few-shot
- model: structRFM on NABench FS-CORR-MRNA: Fitness prediction on mRNA assays, few-shot
- model: structRFM on NABench FS-CORR-PROMOTER: Fitness prediction on promoter assays, few-shot
- model: structRFM on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot
- model: structRFM on NABench FS-CORR-TRNA: Fitness prediction on tRNA assays, few-shot
- model: structRFM on NABench RCV-CORR-APTAMER: Fitness prediction on aptamer assays, supervised, random cross validation
- model: structRFM on NABench RCV-CORR-ENHANCER: Fitness prediction on enhancer assays, supervised, random cross validation
- model: structRFM on NABench RCV-CORR-MRNA: Fitness prediction on mRNA assays, supervised, random cross validation
- model: structRFM on NABench RCV-CORR-PROMOTER: Fitness prediction on promoter assays, supervised, random cross validation
- model: structRFM on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation
- model: structRFM on NABench RCV-CORR-TRNA: Fitness prediction on tRNA assays, supervised, random cross validation
- model: structRFM on NABench SELEX-FS: Overall fitness prediction on NABench SELEX assays, Few-shot Spearman ρ
- model: structRFM on NABench SELEX-ZS-AUC: Overall fitness prediction on NABench SELEX assays, Zero-shot AUC
- model: structRFM on NABench SELEX-ZS-CORR: Overall fitness prediction on NABench SELEX assays, Zero-shot Spearman ρ
- model: structRFM on NABench SELEX-ZS-MCC: Overall fitness prediction on NABench SELEX assays, Zero-shot MCC
- model: structRFM on NABench SELEX-ZS-NDCG: Overall fitness prediction on NABench SELEX assays, Zero-shot NDCG
- model: structRFM on NABench ZS-AUC-APTAMER: Fitness prediction on aptamer assays, zero-shot
- model: structRFM on NABench ZS-AUC-ENHANCER: Fitness prediction on enhancer assays, zero-shot
- model: structRFM on NABench ZS-AUC-MRNA: Fitness prediction on mRNA assays, zero-shot
- model: structRFM on NABench ZS-AUC-PROMOTER: Fitness prediction on promoter assays, zero-shot
- model: structRFM on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- model: structRFM on NABench ZS-AUC-TRNA: Fitness prediction on tRNA assays, zero-shot
- model: structRFM on NABench ZS-CORR-APTAMER: Fitness prediction on aptamer assays, zero-shot
- model: structRFM on NABench ZS-CORR-ENHANCER: Fitness prediction on enhancer assays, zero-shot
- model: structRFM on NABench ZS-CORR-MRNA: Fitness prediction on mRNA assays, zero-shot
- model: structRFM on NABench ZS-CORR-PROMOTER: Fitness prediction on promoter assays, zero-shot
- model: structRFM on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- model: structRFM on NABench ZS-CORR-TRNA: Fitness prediction on tRNA assays, zero-shot