| Comparison: metric implementation Spearman ρ Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 10, row(GENERator-3B), column(ribozyme) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183421+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.metric_implementation Source artifact SHA-256: fefd48d53b1a7eadf9e14db96adacc8e646304c1b592562d9f136f4508941350 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| Comparison: protocol id nabench-task-rcv-corr-ribozyme Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 10, row(GENERator-3B), column(ribozyme) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183421+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.protocol_id Source artifact SHA-256: fefd48d53b1a7eadf9e14db96adacc8e646304c1b592562d9f136f4508941350 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| Origin author_reported Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 10, row(GENERator-3B), column(ribozyme) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183421+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.origin Source artifact SHA-256: fefd48d53b1a7eadf9e14db96adacc8e646304c1b592562d9f136f4508941350 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| Protocol Scored supervised, random cross validation across the NABench ribozyme assays. Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 10, row(GENERator-3B), column(ribozyme) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183421+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.protocol Source artifact SHA-256: fefd48d53b1a7eadf9e14db96adacc8e646304c1b592562d9f136f4508941350 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| Source location Table 10, row(GENERator-3B), column(ribozyme) Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 10, row(GENERator-3B), column(ribozyme) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183421+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.source_locator Source artifact SHA-256: fefd48d53b1a7eadf9e14db96adacc8e646304c1b592562d9f136f4508941350 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| Description NABench evaluation of GENERator-3B on Fitness prediction on ribozyme assays, supervised, random cross validation, scored with Spearman ρ. Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 10, row(GENERator-3B), column(ribozyme) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183421+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: description Source artifact SHA-256: fefd48d53b1a7eadf9e14db96adacc8e646304c1b592562d9f136f4508941350 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| Relationship: assessment nabench-task-rcv-corr-ribozyme Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 10, row(GENERator-3B), column(ribozyme) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183421+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: links:assessment:nabench-task-rcv-corr-ribozyme Source artifact SHA-256: fefd48d53b1a7eadf9e14db96adacc8e646304c1b592562d9f136f4508941350 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| Relationship: data nabench-dataset-nabench-ribozyme-assays Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 10, row(GENERator-3B), column(ribozyme) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183421+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: links:data:nabench-dataset-nabench-ribozyme-assays Source artifact SHA-256: fefd48d53b1a7eadf9e14db96adacc8e646304c1b592562d9f136f4508941350 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| Relationship: system nabench-method-generator-3b Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 10, row(GENERator-3B), column(ribozyme) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183421+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: links:system:nabench-method-generator-3b Source artifact SHA-256: fefd48d53b1a7eadf9e14db96adacc8e646304c1b592562d9f136f4508941350 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| Name GENERator-3B on NABench RCV-CORR-RIBOZYME: Fitness prediction on ribozyme assays, supervised, random cross validation Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 10, row(GENERator-3B), column(ribozyme) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183421+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: name Source artifact SHA-256: fefd48d53b1a7eadf9e14db96adacc8e646304c1b592562d9f136f4508941350 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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