# Document Reranking on Genomics collection (test) Source: [Document Reranking on Genomics collection (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:49:35.516Z Evaluation of Document Reranking performance on the test split of the Genomics collection dataset, measured using MAP, P@20, and nDCG@20. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Document Reranking | | Dataset (including any stated split) | Genomics collection (test) | | Metric | MAP | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 12 of 12 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [MAP](): Higher is better; unit: SCALAR. - [P@20](): Higher is better; unit: SCALAR. - [nDCG@20](): Higher is better; unit: SCALAR. ## Recorded results | Method | MAP | Result date | Report paper | | --- | --- | --- | --- | | TREC Best | 0.377 | Not recorded | 68fa6a1e1e209131cea260bd | | BM25 | 0.3108 | Not recorded | 68fa6a1e1e209131cea260bd | | PARADE-Max | 0.2972 | Not recorded | 68fa6a1e1e209131cea260bd | | PARADE-Transformer | 0.2855 | Not recorded | 68fa6a1e1e209131cea260bd | | Birch | 0.2832 | Not recorded | 68fa6a1e1e209131cea260bd | | PARADE-CNN | 0.2803 | Not recorded | 68fa6a1e1e209131cea260bd | | BioBERT-KNRM | 0.2724 | Not recorded | 68fa6a1e1e209131cea260bd | | PARADE-Sum | 0.2579 | Not recorded | 68fa6a1e1e209131cea260bd | | BioBERT-MaxP | 0.2577 | Not recorded | 68fa6a1e1e209131cea260bd | | PARADE-Attn | 0.2536 | Not recorded | 68fa6a1e1e209131cea260bd | | PARADE-Avg | 0.2514 | Not recorded | 68fa6a1e1e209131cea260bd | | CEDR-KNRM (Max) | 0.2486 | Not recorded | 68fa6a1e1e209131cea260bd | ### TREC Best MAP: 0.377. Result ID: 698e0f99ffc3901de09a7cc9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BM25 MAP: 0.3108. Result ID: 698e0f99ffc3901de09a7cc8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PARADE-Max MAP: 0.2972. Result ID: 698e0f99ffc3901de09a7cd0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"aggregation":"Max"}. This record does not assert independent reproduction. ### PARADE-Transformer MAP: 0.2855. Result ID: 698e0f99ffc3901de09a7cd3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"aggregation":"Transformer"}. This record does not assert independent reproduction. ### Birch MAP: 0.2832. Result ID: 698e0f99ffc3901de09a7cca. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PARADE-CNN MAP: 0.2803. Result ID: 698e0f99ffc3901de09a7cd2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"aggregation":"CNN"}. This record does not assert independent reproduction. ### BioBERT-KNRM MAP: 0.2724. Result ID: 698e0f99ffc3901de09a7ccc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PARADE-Sum MAP: 0.2579. Result ID: 698e0f99ffc3901de09a7ccf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"aggregation":"Sum"}. This record does not assert independent reproduction. ### BioBERT-MaxP MAP: 0.2577. Result ID: 698e0f99ffc3901de09a7ccb. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PARADE-Attn MAP: 0.2536. Result ID: 698e0f99ffc3901de09a7cd1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"aggregation":"Attention"}. This record does not assert independent reproduction. ### PARADE-Avg MAP: 0.2514. Result ID: 698e0f99ffc3901de09a7cce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"aggregation":"Average"}. This record does not assert independent reproduction. ### CEDR-KNRM (Max) MAP: 0.2486. Result ID: 698e0f99ffc3901de09a7ccd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"aggregation":"Max"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.