The 26 RNAGym Ribozyme deep mutational scanning assays used by the v0.1.1 fitness leaderboard.
16 evaluations · 16 results. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: AIDO.RNA (1.6B) (RNAGym fitness leaderboard v0.1.1) | Protocol: RNAGym v0.1.1 fitness, signed Spearman, Ribozyme Dataset: RNAGym Ribozyme DMS assays (26) | 0.074 Spearman (mean signed Spearman over the 26 Ribozyme assays) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAIDO.RNA (1.6B) on RNAGym v0.1.1 fitness (Ribozyme) lit-rna-20261011-rnagym-protocol-signed-spearman-ribozyme Aggregation: Not reported RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, main leaderboard table, row 'AIDO.RNA (1.6B)', column 'Ribozyme (n=26)' |
| Configuration: AIDO.RNA-1M-MARS (RNAGym fitness leaderboard v0.1.1) | Protocol: RNAGym v0.1.1 fitness, signed Spearman, Ribozyme Dataset: RNAGym Ribozyme DMS assays (26) | 0.0015 Spearman (mean signed Spearman over the 26 Ribozyme assays) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAIDO.RNA-1M-MARS on RNAGym v0.1.1 fitness (Ribozyme) lit-rna-20261011-rnagym-protocol-signed-spearman-ribozyme Aggregation: Not reported RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, 'AIDO.RNA across model sizes' table, row 'AIDO.RNA-1M-MARS', column 'Ribozyme' |
| Configuration: AIDO.RNA-25M-MARS (RNAGym fitness leaderboard v0.1.1) | Protocol: RNAGym v0.1.1 fitness, signed Spearman, Ribozyme Dataset: RNAGym Ribozyme DMS assays (26) | -0.0009 Spearman (mean signed Spearman over the 26 Ribozyme assays) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAIDO.RNA-25M-MARS on RNAGym v0.1.1 fitness (Ribozyme) lit-rna-20261011-rnagym-protocol-signed-spearman-ribozyme Aggregation: Not reported RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, 'AIDO.RNA across model sizes' table, row 'AIDO.RNA-25M-MARS', column 'Ribozyme' |
| Configuration: AIDO.RNA-300M-MARS (RNAGym fitness leaderboard v0.1.1) | Protocol: RNAGym v0.1.1 fitness, signed Spearman, Ribozyme Dataset: RNAGym Ribozyme DMS assays (26) | 0.0058 Spearman (mean signed Spearman over the 26 Ribozyme assays) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAIDO.RNA-300M-MARS on RNAGym v0.1.1 fitness (Ribozyme) lit-rna-20261011-rnagym-protocol-signed-spearman-ribozyme Aggregation: Not reported RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, 'AIDO.RNA across model sizes' table, row 'AIDO.RNA-300M-MARS', column 'Ribozyme' |
| Configuration: AIDO.RNA-650M (RNAGym fitness leaderboard v0.1.1) | Protocol: RNAGym v0.1.1 fitness, signed Spearman, Ribozyme Dataset: RNAGym Ribozyme DMS assays (26) | 0.046 Spearman (mean signed Spearman over the 26 Ribozyme assays) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAIDO.RNA-650M on RNAGym v0.1.1 fitness (Ribozyme) lit-rna-20261011-rnagym-protocol-signed-spearman-ribozyme Aggregation: Not reported RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, 'AIDO.RNA across model sizes' table, row 'AIDO.RNA-650M', column 'Ribozyme' |
| Configuration: Evo 1.5 (RNAGym fitness leaderboard v0.1.1) | Protocol: RNAGym v0.1.1 fitness, signed Spearman, Ribozyme Dataset: RNAGym Ribozyme DMS assays (26) | 0.0278 Spearman (mean signed Spearman over the 26 Ribozyme assays) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceEvo 1.5 on RNAGym v0.1.1 fitness (Ribozyme) lit-rna-20261011-rnagym-protocol-signed-spearman-ribozyme Aggregation: Not reported RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, main leaderboard table, row 'Evo 1.5', column 'Ribozyme (n=26)' |
| Configuration: Evo 1 (RNAGym fitness leaderboard v0.1.1) | Protocol: RNAGym v0.1.1 fitness, signed Spearman, Ribozyme Dataset: RNAGym Ribozyme DMS assays (26) | -0.0216 Spearman (mean signed Spearman over the 26 Ribozyme assays) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceEvo 1 on RNAGym v0.1.1 fitness (Ribozyme) lit-rna-20261011-rnagym-protocol-signed-spearman-ribozyme Aggregation: Not reported RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, main leaderboard table, row 'Evo 1', column 'Ribozyme (n=26)' |
| Configuration: Evo 2 (40B) (RNAGym fitness leaderboard v0.1.1) | Protocol: RNAGym v0.1.1 fitness, signed Spearman, Ribozyme Dataset: RNAGym Ribozyme DMS assays (26) | 0.108 Spearman (mean signed Spearman over the 26 Ribozyme assays) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceEvo 2 (40B) on RNAGym v0.1.1 fitness (Ribozyme) lit-rna-20261011-rnagym-protocol-signed-spearman-ribozyme Aggregation: Not reported RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, main leaderboard table, row 'Evo 2 (40B)', column 'Ribozyme (n=26)' |
| Configuration: Evo 2 (7B) (RNAGym fitness leaderboard v0.1.1) | Protocol: RNAGym v0.1.1 fitness, signed Spearman, Ribozyme Dataset: RNAGym Ribozyme DMS assays (26) | 0.0651 Spearman (mean signed Spearman over the 26 Ribozyme assays) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceEvo 2 (7B) on RNAGym v0.1.1 fitness (Ribozyme) lit-rna-20261011-rnagym-protocol-signed-spearman-ribozyme Aggregation: Not reported RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, main leaderboard table, row 'Evo 2 (7B)', column 'Ribozyme (n=26)' |
| Configuration: GenSLM (RNAGym fitness leaderboard v0.1.1) | Protocol: RNAGym v0.1.1 fitness, signed Spearman, Ribozyme Dataset: RNAGym Ribozyme DMS assays (26) | -0.0045 Spearman (mean signed Spearman over the 26 Ribozyme assays) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceGenSLM on RNAGym v0.1.1 fitness (Ribozyme) lit-rna-20261011-rnagym-protocol-signed-spearman-ribozyme Aggregation: Not reported RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, main leaderboard table, row 'GenSLM', column 'Ribozyme (n=26)' |
| Configuration: Nucleotide Transformer (RNAGym fitness leaderboard v0.1.1) | Protocol: RNAGym v0.1.1 fitness, signed Spearman, Ribozyme Dataset: RNAGym Ribozyme DMS assays (26) | 0.133 Spearman (mean signed Spearman over the 26 Ribozyme assays) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceNucleotide Transformer on RNAGym v0.1.1 fitness (Ribozyme) lit-rna-20261011-rnagym-protocol-signed-spearman-ribozyme Aggregation: Not reported RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, main leaderboard table, row 'Nucleotide Transformer', column 'Ribozyme (n=26)' |
| Configuration: Orthrus (RNAGym fitness leaderboard v0.1.1) | Protocol: RNAGym v0.1.1 fitness, signed Spearman, Ribozyme Dataset: RNAGym Ribozyme DMS assays (26) | -0.0276 Spearman (mean signed Spearman over the 26 Ribozyme assays) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceOrthrus on RNAGym v0.1.1 fitness (Ribozyme) lit-rna-20261011-rnagym-protocol-signed-spearman-ribozyme Aggregation: Not reported RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, main leaderboard table, row 'Orthrus', column 'Ribozyme (n=26)' |
| Configuration: RiNALMo (RNAGym fitness leaderboard v0.1.1) | Protocol: RNAGym v0.1.1 fitness, signed Spearman, Ribozyme Dataset: RNAGym Ribozyme DMS assays (26) | -0.0092 Spearman (mean signed Spearman over the 26 Ribozyme assays) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceRiNALMo on RNAGym v0.1.1 fitness (Ribozyme) lit-rna-20261011-rnagym-protocol-signed-spearman-ribozyme Aggregation: Not reported RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, main leaderboard table, row 'RiNALMo', column 'Ribozyme (n=26)' |
| Configuration: RNA-ERNIE (RNAGym fitness leaderboard v0.1.1) | Protocol: RNAGym v0.1.1 fitness, signed Spearman, Ribozyme Dataset: RNAGym Ribozyme DMS assays (26) | 0.134 Spearman (mean signed Spearman over the 26 Ribozyme assays) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceRNA-ERNIE on RNAGym v0.1.1 fitness (Ribozyme) lit-rna-20261011-rnagym-protocol-signed-spearman-ribozyme Aggregation: Not reported RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, main leaderboard table, row 'RNA-ERNIE', column 'Ribozyme (n=26)' |
| Configuration: RNA-FM (RNAGym fitness leaderboard v0.1.1) | Protocol: RNAGym v0.1.1 fitness, signed Spearman, Ribozyme Dataset: RNAGym Ribozyme DMS assays (26) | -0.0303 Spearman (mean signed Spearman over the 26 Ribozyme assays) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceRNA-FM on RNAGym v0.1.1 fitness (Ribozyme) lit-rna-20261011-rnagym-protocol-signed-spearman-ribozyme Aggregation: Not reported RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, main leaderboard table, row 'RNA-FM', column 'Ribozyme (n=26)' |
| Configuration: RNAGenesis (RNAGym fitness leaderboard v0.1.1) | Protocol: RNAGym v0.1.1 fitness, signed Spearman, Ribozyme Dataset: RNAGym Ribozyme DMS assays (26) | 0.0465 Spearman (mean signed Spearman over the 26 Ribozyme assays) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceRNAGenesis on RNAGym v0.1.1 fitness (Ribozyme) lit-rna-20261011-rnagym-protocol-signed-spearman-ribozyme Aggregation: Not reported RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md · leaderboard/fitness/README.md, main leaderboard table, row 'RNAGenesis', column 'Ribozyme (n=26)' |
Source checking is not independent reproduction. Release 2026-10-22-1b7cf027e4f6.
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5 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Source location Leaderboard README 'Notes' Context-only references | RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md Leaderboard README 'Notes' Version: Commit 2828cf99316d75daaa8d832a2573cbb25bbd35fe (2026-08-14, 'Update fitness leaderboard v0.2 models'); leaderboard labelled v0.1.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Split Whole assays (zero-shot) Context-only references | RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md Leaderboard README 'Notes' Version: Commit 2828cf99316d75daaa8d832a2573cbb25bbd35fe (2026-08-14, 'Update fitness leaderboard v0.2 models'); leaderboard labelled v0.1.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Version RNAGym v0.1.1 Context-only references | RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md Leaderboard README 'Notes' Version: Commit 2828cf99316d75daaa8d832a2573cbb25bbd35fe (2026-08-14, 'Update fitness leaderboard v0.2 models'); leaderboard labelled v0.1.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Description The 26 RNAGym Ribozyme deep mutational scanning assays used by the v0.1.1 fitness leaderboard. Context-only references | RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md Leaderboard README 'Notes' Version: Commit 2828cf99316d75daaa8d832a2573cbb25bbd35fe (2026-08-14, 'Update fitness leaderboard v0.2 models'); leaderboard labelled v0.1.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Name RNAGym Ribozyme DMS assays (26) Context-only references | RNAGym fitness leaderboard (v0.1.1), leaderboard/fitness/README.md Leaderboard README 'Notes' Version: Commit 2828cf99316d75daaa8d832a2573cbb25bbd35fe (2026-08-14, 'Update fitness leaderboard v0.2 models'); leaderboard labelled v0.1.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Release 2026-10-22-1b7cf027e4f6 · Record review: source checked
Stable ID: lit-rna-20261011-rnagym-data-ribozyme