NABench ribozyme assays (NABench split)
The split of NABench ribozyme assays that NABench evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits.
Subset and evaluation context
This record describes a particular subset or cohort used in an evaluation. Its results do not describe the full dataset.
Evaluation results
Release 2026-09-17-134cd1815de8 · 130 evaluations · 130 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 |
|---|---|---|
| AIDO.RNA on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation Configuration: AIDO.RNATask: 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 | ||
| 0.219 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(AIDO.RNA), column(ribozyme) Source checking is not independent reproduction. |
| AIDO.RNA on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot Configuration: AIDO.RNATask: 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 | ||
| 0.201 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(AIDO.RNA), column(ribozyme) Source checking is not independent reproduction. |
| AIDO.RNA on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation Configuration: AIDO.RNATask: 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 | ||
| 0.495 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(ribozyme) Source checking is not independent reproduction. |
| AIDO.RNA on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot Configuration: AIDO.RNATask: NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shotDataset subset: NABench ribozyme assays (NABench split) Scored zero-shot across the NABench ribozyme assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.554 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 8, row(AIDO.RNA), column(ribozyme) Source checking is not independent reproduction. |
| AIDO.RNA on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot Configuration: AIDO.RNATask: NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shotDataset subset: NABench ribozyme assays (NABench split) Scored zero-shot across the NABench ribozyme assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.109 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 7, row(AIDO.RNA), column(ribozyme) Source checking is not independent reproduction. |
| BiRNA-BERT on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation Configuration: BiRNA-BERTTask: 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 | ||
| 0.193 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(BiRNA-BERT), column(ribozyme) Source checking is not independent reproduction. |
| BiRNA-BERT on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot Configuration: BiRNA-BERTTask: 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 | ||
| 0.175 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(BiRNA-BERT), column(ribozyme) Source checking is not independent reproduction. |
| BiRNA-BERT on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation Configuration: BiRNA-BERTTask: 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 | ||
| 0.488 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(ribozyme) Source checking is not independent reproduction. |
| BiRNA-BERT on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot Configuration: BiRNA-BERTTask: NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shotDataset subset: NABench ribozyme assays (NABench split) Scored zero-shot across the NABench ribozyme assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.556 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 8, row(BiRNA-BERT), column(ribozyme) Source checking is not independent reproduction. |
| BiRNA-BERT on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot Configuration: BiRNA-BERTTask: NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shotDataset subset: NABench ribozyme assays (NABench split) Scored zero-shot across the NABench ribozyme assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.102 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 7, row(BiRNA-BERT), column(ribozyme) Source checking is not independent reproduction. |
| Crafts on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation Configuration: CraftsTask: 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 | ||
| 0.245 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(Crafts), column(ribozyme) Source checking is not independent reproduction. |
| Crafts on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot Configuration: CraftsTask: 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 | ||
| 0.129 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(Crafts), column(ribozyme) Source checking is not independent reproduction. |
| Crafts on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation Configuration: CraftsTask: 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 | ||
| 0.541 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(Crafts), column(ribozyme) Source checking is not independent reproduction. |
| Crafts on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot Configuration: CraftsTask: NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shotDataset subset: NABench ribozyme assays (NABench split) Scored zero-shot across the NABench ribozyme assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.570 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 8, row(Crafts), column(ribozyme) Source checking is not independent reproduction. |
| Crafts on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot Configuration: CraftsTask: NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shotDataset subset: NABench ribozyme assays (NABench split) Scored zero-shot across the NABench ribozyme assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.132 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 7, row(Crafts), column(ribozyme) Source checking is not independent reproduction. |
| Dnabert_6 on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation Configuration: Dnabert_6Task: 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 | ||
| 0.220 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(Dnabert_6), column(ribozyme) Source checking is not independent reproduction. |
| Dnabert_6 on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot Configuration: Dnabert_6Task: 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 | ||
| 0.088 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(Dnabert_6), column(ribozyme) Source checking is not independent reproduction. |
| Dnabert_6 on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation Configuration: Dnabert_6Task: 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 | ||
| 0.302 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(ribozyme) Source checking is not independent reproduction. |
| Dnabert_6 on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot Configuration: Dnabert_6Task: NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shotDataset subset: NABench ribozyme assays (NABench split) Scored zero-shot across the NABench ribozyme assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.535 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 8, row(Dnabert_6), column(ribozyme) Source checking is not independent reproduction. |
| Dnabert_6 on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot Configuration: Dnabert_6Task: NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shotDataset subset: NABench ribozyme assays (NABench split) Scored zero-shot across the NABench ribozyme assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.061 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 7, row(Dnabert_6), column(ribozyme) Source checking is not independent reproduction. |
| Dnabert on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation Configuration: DnabertTask: 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 | ||
| 0.213 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(Dnabert), column(ribozyme) Source checking is not independent reproduction. |
| Dnabert on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot Configuration: DnabertTask: 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 | ||
| 0.150 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(Dnabert), column(ribozyme) Source checking is not independent reproduction. |
| Dnabert on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation Configuration: DnabertTask: 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 | ||
| 0.460 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(ribozyme) Source checking is not independent reproduction. |
| Dnabert on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot Configuration: DnabertTask: NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shotDataset subset: NABench ribozyme assays (NABench split) Scored zero-shot across the NABench ribozyme assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.525 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 8, row(Dnabert), column(ribozyme) Source checking is not independent reproduction. |
| Dnabert on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot Configuration: DnabertTask: NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shotDataset subset: NABench ribozyme assays (NABench split) Scored zero-shot across the NABench ribozyme assays. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.049 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 7, row(Dnabert), column(ribozyme) 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.
2 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| description The split of NABench ribozyme assays that NABench evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits. Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction No field-specific location recorded Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| name NABench ribozyme assays (NABench split) Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction No field-specific location recorded Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
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-dataset-nabench-ribozyme-assays
- areas
- rna-transcriptomes
- missing metadata
- version: unreported; url: unextracted
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- dataset: GENERator-3B on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: GENERator-3B on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: GenerRNA on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation
- dataset: GenerRNA on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot
- dataset: GenerRNA on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation
- dataset: GenerRNA on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: GenerRNA on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: GenSLM on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation
- dataset: GenSLM on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot
- dataset: GenSLM on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation
- dataset: GenSLM on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: GenSLM on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: HyenaDNA on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation
- dataset: HyenaDNA on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot
- dataset: HyenaDNA on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation
- dataset: HyenaDNA on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: HyenaDNA on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: LucaOne on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation
- dataset: LucaOne on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot
- dataset: LucaOne on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation
- dataset: LucaOne on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: LucaOne on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: LucaVirus on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation
- dataset: LucaVirus on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot
- dataset: LucaVirus on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation
- dataset: LucaVirus on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: LucaVirus on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: N.T.-500m on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: N.T.-v2-500m on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot
- dataset: N.T.-v2-500m on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation
- dataset: N.T.-v2-500m on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: N.T.-v2-500m on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: N.T.-v2-50m on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation
- dataset: N.T.-v2-50m on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot
- dataset: N.T.-v2-50m on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation
- dataset: N.T.-v2-50m on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: N.T.-v2-50m on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: RESM on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation
- dataset: RESM on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot
- dataset: RESM on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation
- dataset: RESM on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: RESM on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: RiNALMo_giga on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation
- dataset: RiNALMo_giga on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot
- dataset: RiNALMo_giga on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation
- dataset: RiNALMo_giga on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: RiNALMo_giga on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: RNA-FM on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation
- dataset: RNA-FM on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot
- dataset: RNA-FM on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation
- dataset: RNA-FM on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: RNA-FM on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: RNAernie on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation
- dataset: RNAernie on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot
- dataset: RNAernie on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation
- dataset: RNAernie on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: RNAernie on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: SPACE on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation
- dataset: SPACE on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot
- dataset: SPACE on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation
- dataset: SPACE on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: SPACE on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: structRFM on NABench CCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, contiguous cross validation
- dataset: structRFM on NABench FS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, few-shot
- dataset: structRFM on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation
- dataset: structRFM on NABench ZS-AUC-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot
- dataset: structRFM on NABench ZS-CORR-RIBOZYME: Fitness prediction on ribozyme assays, zero-shot