Configuration
LucaOne (D36.0M) (zero-shot, Wang et al. 2026)
LucaOne (D36.0M) evaluated zero-shot by Wang et al. 2026.
Overview
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Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.
Evaluations and results
36 evaluations · 36 results. Different protocols are not a single leaderboard.
Sorted by AUROC (CLS embedding; mean over random samplings of sequence pairs) (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 configuration | Protocol and dataset | AUROC (CLS embedding; mean over random samplings of sequence pairs) | AUROC (FFT embedding; mean over random samplings of sequence pairs) | F1 (attention; mean over structures) | F1 (attention; median over structures) | F1 (CLS embedding; mean over random samplings of sequence pairs) | F1 (FFT embedding; mean over random samplings of sequence pairs) | MCC (attention; mean over structures) | MCC (attention; median over structures) | MCC (CLS embedding; mean over random samplings of sequence pairs) | MCC (FFT embedding; mean over random samplings of sequence pairs) | One minus overlap ratio (CLS embedding; mean over random samplings of sequence pairs) | One minus overlap ratio (FFT embedding; mean over random samplings of sequence pairs) | Absolute spearman correlation (PLL-D; mean over assays) | Absolute spearman correlation (PLL-D; median over assays) | Absolute spearman correlation (WT-LLR; mean over assays) | Absolute spearman correlation (WT-LLR; median over assays) | AUROC (PLL-D; mean over assays) | AUROC (PLL-D; median over assays) | AUROC (WT-LLR; mean over assays) | AUROC (WT-LLR; median over assays) | MCC (PLL-D; mean over assays) | MCC (PLL-D; median over assays) | MCC (WT-LLR; mean over assays) | MCC (WT-LLR; median over assays) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot family classification, RfamSample (561 Rfam families), CLS embedding, AUC (mean over repeated random samplings of sequence pairs), RfamSample (561 Rfam families) (Wang et al. 2026) | 0.747±0.001 (best in column) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot RNA type classification, ArchiveII-Nr (1273 RNAs), CLS embedding, AUC (mean over repeated random samplings of sequence pairs), ArchiveII-Nr (1273 RNAs) (Wang et al. 2026) | 0.666±0.002 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot fitness, RNAGym ncRNA DMS assays (31 assays), WT-LLR, AUC (mean over assays), RNAGym ncRNA DMS assays (31 assays) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.568±0.058 | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot fitness, RNAGym ncRNA DMS assays (31 assays), WT-LLR, AUC (median over assays), RNAGym ncRNA DMS assays (31 assays) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.552 | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot fitness, RNAGym ncRNA DMS assays (31 assays), WT-LLR, MCC (mean over assays), RNAGym ncRNA DMS assays (31 assays) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.097±0.086 | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot fitness, RNAGym ncRNA DMS assays (31 assays), WT-LLR, MCC (median over assays), RNAGym ncRNA DMS assays (31 assays) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.074 |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot fitness, RNAGym ncRNA DMS assays (31 assays), WT-LLR, SR (mean over assays), RNAGym ncRNA DMS assays (31 assays) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.135±0.112 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot fitness, RNAGym ncRNA DMS assays (31 assays), WT-LLR, SR (median over assays), RNAGym ncRNA DMS assays (31 assays) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.116 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot fitness, RNAGym ncRNA DMS assays (31 assays), PLL-D, AUC (mean over assays), RNAGym ncRNA DMS assays (31 assays) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.541±0.035 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot fitness, RNAGym ncRNA DMS assays (31 assays), PLL-D, AUC (median over assays), RNAGym ncRNA DMS assays (31 assays) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.531 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot fitness, RNAGym ncRNA DMS assays (31 assays), PLL-D, MCC (mean over assays), RNAGym ncRNA DMS assays (31 assays) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.062±0.052 | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot fitness, RNAGym ncRNA DMS assays (31 assays), PLL-D, MCC (median over assays), RNAGym ncRNA DMS assays (31 assays) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.05 | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot fitness, RNAGym ncRNA DMS assays (31 assays), PLL-D, SR (mean over assays), RNAGym ncRNA DMS assays (31 assays) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.081±0.068 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot fitness, RNAGym ncRNA DMS assays (31 assays), PLL-D, SR (median over assays), RNAGym ncRNA DMS assays (31 assays) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.068 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot secondary structure, TS test set (70 PDB structures), attention, F1 score (mean over structures), TS test set (70 PDB structures) (Wang et al. 2026) | Not reported | Not reported | 0.211±0.200 (best in column) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot secondary structure, TS test set (70 PDB structures), attention, F1 score (median over structures), TS test set (70 PDB structures) (Wang et al. 2026) | Not reported | Not reported | Not reported | 0.141 (best in column) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot secondary structure, TS test set (70 PDB structures), attention, MCC (mean over structures), TS test set (70 PDB structures) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.214±0.203 (best in column) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot secondary structure, TS test set (70 PDB structures), attention, MCC (median over structures), TS test set (70 PDB structures) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.135 (best in column) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot secondary structure, TS-Hard test set (15 PDB structures), attention, F1 score (mean over structures), TS-Hard test set (15 PDB structures) (Wang et al. 2026) | Not reported | Not reported | 0.187±0.162 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot secondary structure, TS-Hard test set (15 PDB structures), attention, F1 score (median over structures), TS-Hard test set (15 PDB structures) (Wang et al. 2026) | Not reported | Not reported | Not reported | 0.104 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot secondary structure, TS-Hard test set (15 PDB structures), attention, MCC (mean over structures), TS-Hard test set (15 PDB structures) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.196±0.173 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot secondary structure, TS-Hard test set (15 PDB structures), attention, MCC (median over structures), TS-Hard test set (15 PDB structures) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.11 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot family classification, RfamSample (561 Rfam families), FFT embedding, 1 − OR (mean over repeated random samplings of sequence pairs), RfamSample (561 Rfam families) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.583±0.002 (best in column) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot family classification, RfamSample (561 Rfam families), FFT embedding, AUC (mean over repeated random samplings of sequence pairs), RfamSample (561 Rfam families) (Wang et al. 2026) | Not reported | 0.772±0.001 (best in column) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot family classification, RfamSample (561 Rfam families), FFT embedding, F1 (mean over repeated random samplings of sequence pairs), RfamSample (561 Rfam families) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | 0.713±0.000 (best in column) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot family classification, RfamSample (561 Rfam families), FFT embedding, MCC (mean over repeated random samplings of sequence pairs), RfamSample (561 Rfam families) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.359±0.014 (best in column) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot RNA type classification, ArchiveII-Nr (1273 RNAs), FFT embedding, 1 − OR (mean over repeated random samplings of sequence pairs), ArchiveII-Nr (1273 RNAs) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.398±0.004 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot RNA type classification, ArchiveII-Nr (1273 RNAs), FFT embedding, AUC (mean over repeated random samplings of sequence pairs), ArchiveII-Nr (1273 RNAs) (Wang et al. 2026) | Not reported | 0.601±0.001 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot RNA type classification, ArchiveII-Nr (1273 RNAs), FFT embedding, F1 (mean over repeated random samplings of sequence pairs), ArchiveII-Nr (1273 RNAs) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | 0.667±0.000 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot RNA type classification, ArchiveII-Nr (1273 RNAs), FFT embedding, MCC (mean over repeated random samplings of sequence pairs), ArchiveII-Nr (1273 RNAs) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.069±0.001 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot family classification, RfamSample (561 Rfam families), CLS embedding, 1 − OR (mean over repeated random samplings of sequence pairs), RfamSample (561 Rfam families) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.568±0.001 (best in column) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot family classification, RfamSample (561 Rfam families), CLS embedding, F1 (mean over repeated random samplings of sequence pairs), RfamSample (561 Rfam families) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | 0.706±0.001 (best in column) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot family classification, RfamSample (561 Rfam families), CLS embedding, MCC (mean over repeated random samplings of sequence pairs), RfamSample (561 Rfam families) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.363±0.002 (best in column) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot RNA type classification, ArchiveII-Nr (1273 RNAs), CLS embedding, 1 − OR (mean over repeated random samplings of sequence pairs), ArchiveII-Nr (1273 RNAs) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.436±0.004 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot RNA type classification, ArchiveII-Nr (1273 RNAs), CLS embedding, F1 (mean over repeated random samplings of sequence pairs), ArchiveII-Nr (1273 RNAs) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | 0.667±0.000 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
| LucaOne (D36.0M) (zero-shot, Wang et al. 2026)Evaluation | Wang et al. 2026 zero-shot RNA type classification, ArchiveII-Nr (1273 RNAs), CLS embedding, MCC (mean over repeated random samplings of sequence pairs), ArchiveII-Nr (1273 RNAs) (Wang et al. 2026) | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | 0.001±0.001 | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported |
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Sources and history
Release 2026-10-22-1b7cf027e4f6 · Record review: source checked
1 source record and release history
- Zero-shot benchmarking of RNA language models: Supplementary Information · Original source · bbag098_supplymentary_information_20260209.docx from the Europe PMC supplementary files archive for PMC12963973
Technical metadata and extraction receipts
Stable ID: lit-rna-20261011-rnalm-zeroshot-config-lucaone-d36-0m-wang2026
- areas
- rna-transcriptomes
- contexts
- research
- method types
- foundation_model
- reported name
- LucaOne (D36.0M)
- foundation model eligible
- true
- parameters
- Pretrained weights used without fine-tuning (zero-shot); attention maps, embeddings or token logits read out as described in the Methods
- access reuse
- Public download location listed in Supplementary Table 1
- source locator
- Supplementary Table 1 row 'LucaOne'
- checkpoint
- https://huggingface.co/LucaGroup (downloaded 2025/12/12; version column 'LucaOne-default-step17.6M (D17.6)/LucaOne-default-step36M (D36.0)/LucaOne-gene-step36.8M (G36.8)'; variant label in results tables 'D36.0M')
- version
- D36.0M
Related records
- configuration of: LucaOne
- system: LucaOne (D36.0M) zero-shot fitness on RNAGym ncRNA DMS assays (31 assays) (WT-LLR, AUC, mean)
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- system: LucaOne (D36.0M) zero-shot fitness on RNAGym ncRNA DMS assays (31 assays) (WT-LLR, MCC, mean)
- system: LucaOne (D36.0M) zero-shot fitness on RNAGym ncRNA DMS assays (31 assays) (WT-LLR, MCC, median)
- system: LucaOne (D36.0M) zero-shot fitness on RNAGym ncRNA DMS assays (31 assays) (WT-LLR, SR, mean)
- system: LucaOne (D36.0M) zero-shot fitness on RNAGym ncRNA DMS assays (31 assays) (WT-LLR, SR, median)
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- system: LucaOne (D36.0M) zero-shot fitness on RNAGym ncRNA DMS assays (31 assays) (PLL-D, AUC, median)
- system: LucaOne (D36.0M) zero-shot fitness on RNAGym ncRNA DMS assays (31 assays) (PLL-D, MCC, mean)
- system: LucaOne (D36.0M) zero-shot fitness on RNAGym ncRNA DMS assays (31 assays) (PLL-D, MCC, median)
- system: LucaOne (D36.0M) zero-shot fitness on RNAGym ncRNA DMS assays (31 assays) (PLL-D, SR, mean)
- system: LucaOne (D36.0M) zero-shot fitness on RNAGym ncRNA DMS assays (31 assays) (PLL-D, SR, median)
- system: LucaOne (D36.0M) zero-shot secondary structure on TS test set (70 PDB structures) (attention, F1 score, mean)
- system: LucaOne (D36.0M) zero-shot secondary structure on TS test set (70 PDB structures) (attention, F1 score, median)
- system: LucaOne (D36.0M) zero-shot secondary structure on TS test set (70 PDB structures) (attention, MCC, mean)
- system: LucaOne (D36.0M) zero-shot secondary structure on TS test set (70 PDB structures) (attention, MCC, median)
- system: LucaOne (D36.0M) zero-shot secondary structure on TS-Hard test set (15 PDB structures) (attention, F1 score, mean)
- system: LucaOne (D36.0M) zero-shot secondary structure on TS-Hard test set (15 PDB structures) (attention, F1 score, median)
- system: LucaOne (D36.0M) zero-shot secondary structure on TS-Hard test set (15 PDB structures) (attention, MCC, mean)
- system: LucaOne (D36.0M) zero-shot secondary structure on TS-Hard test set (15 PDB structures) (attention, MCC, median)
- system: LucaOne (D36.0M) zero-shot family classification on RfamSample (561 Rfam families) (FFT embedding, 1 − OR, sampled-mean)
- system: LucaOne (D36.0M) zero-shot family classification on RfamSample (561 Rfam families) (FFT embedding, AUC, sampled-mean)
- system: LucaOne (D36.0M) zero-shot family classification on RfamSample (561 Rfam families) (FFT embedding, F1, sampled-mean)
- system: LucaOne (D36.0M) zero-shot family classification on RfamSample (561 Rfam families) (FFT embedding, MCC, sampled-mean)
- system: LucaOne (D36.0M) zero-shot RNA type classification on ArchiveII-Nr (1273 RNAs) (FFT embedding, 1 − OR, sampled-mean)
- system: LucaOne (D36.0M) zero-shot RNA type classification on ArchiveII-Nr (1273 RNAs) (FFT embedding, AUC, sampled-mean)
- system: LucaOne (D36.0M) zero-shot RNA type classification on ArchiveII-Nr (1273 RNAs) (FFT embedding, F1, sampled-mean)
- system: LucaOne (D36.0M) zero-shot RNA type classification on ArchiveII-Nr (1273 RNAs) (FFT embedding, MCC, sampled-mean)
- system: LucaOne (D36.0M) zero-shot family classification on RfamSample (561 Rfam families) (CLS embedding, 1 − OR, sampled-mean)
- system: LucaOne (D36.0M) zero-shot family classification on RfamSample (561 Rfam families) (CLS embedding, AUC, sampled-mean)
- system: LucaOne (D36.0M) zero-shot family classification on RfamSample (561 Rfam families) (CLS embedding, F1, sampled-mean)
- system: LucaOne (D36.0M) zero-shot family classification on RfamSample (561 Rfam families) (CLS embedding, MCC, sampled-mean)
- system: LucaOne (D36.0M) zero-shot RNA type classification on ArchiveII-Nr (1273 RNAs) (CLS embedding, 1 − OR, sampled-mean)
- system: LucaOne (D36.0M) zero-shot RNA type classification on ArchiveII-Nr (1273 RNAs) (CLS embedding, AUC, sampled-mean)
- system: LucaOne (D36.0M) zero-shot RNA type classification on ArchiveII-Nr (1273 RNAs) (CLS embedding, F1, sampled-mean)
- system: LucaOne (D36.0M) zero-shot RNA type classification on ArchiveII-Nr (1273 RNAs) (CLS embedding, MCC, sampled-mean)