| Comparison: metric implementation Few-shot Spearman ρ Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 6, row(Crafts), column(Few-shot Spearman ρ) 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-dms-fs Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 6, row(Crafts), column(Few-shot Spearman ρ) 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 6, row(Crafts), column(Few-shot Spearman ρ) 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 Aggregated by the NABench authors across NABench deep mutational scanning assays. Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 6, row(Crafts), column(Few-shot Spearman ρ) 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 6, row(Crafts), column(Few-shot Spearman ρ) Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 6, row(Crafts), column(Few-shot Spearman ρ) 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 Crafts on Overall fitness prediction on NABench deep mutational scanning assays, Few-shot Spearman ρ, scored with Few-shot Spearman ρ. Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 6, row(Crafts), column(Few-shot Spearman ρ) 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-dms-fs Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 6, row(Crafts), column(Few-shot Spearman ρ) 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-dms-fs Source artifact SHA-256: fefd48d53b1a7eadf9e14db96adacc8e646304c1b592562d9f136f4508941350 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| Relationship: data nabench-dataset-nabench-deep-mutational-scanning-assays Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 6, row(Crafts), column(Few-shot Spearman ρ) 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-deep-mutational-scanning-assays Source artifact SHA-256: fefd48d53b1a7eadf9e14db96adacc8e646304c1b592562d9f136f4508941350 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| Relationship: system nabench-method-crafts Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 6, row(Crafts), column(Few-shot Spearman ρ) 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-crafts Source artifact SHA-256: fefd48d53b1a7eadf9e14db96adacc8e646304c1b592562d9f136f4508941350 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| Name Crafts on NABench DMS-FS: Overall fitness prediction on NABench deep mutational scanning assays, Few-shot Spearman ρ Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Original source ↗ Table 6, row(Crafts), column(Few-shot Spearman ρ) 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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