# Taxonomic classification correction on Urogenital Source: [Taxonomic classification correction on Urogenital]() Collection index: [llms.txt]() Data updated: 2026-05-29T08:02:53.438Z Evaluation of model performance on taxonomic classification correction using the Urogenital dataset, reporting standard classification metrics like F1 Score, Recall, and Precision. 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 | Taxonomic classification correction | | Dataset (including any stated split) | Urogenital | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 - [F1 Score](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [Precision](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | TaxDistill (500M) | 91.03 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 90.97 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 90.26 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 89.87 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 89.8 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 89.42 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 89.4 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 88.93 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 88.57 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 88.55 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 88.46 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 88.05 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 88 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 87.89 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 74.86 | Not recorded | 6a191d63dbd7150506f8264f | ### TaxDistill (500M) F1 Score: 91.03. Result ID: 6a19470cfbc373592c13700d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (100M) F1 Score: 90.97. Result ID: 6a19470cfbc373592c13700c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer F1 Score: 90.26. Result ID: 6a19470cfbc373592c13700a. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Base F1 Score: 89.87. Result ID: 6a19470cfbc373592c137009. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer\_G F1 Score: 89.8. Result ID: 6a19470cfbc373592c13700b. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (500M) F1 Score: 89.42. Result ID: 6a19470cfbc373592c137012. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### TaxDistill (100M) F1 Score: 89.4. Result ID: 6a19470cfbc373592c137011. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Taxometer F1 Score: 88.93. Result ID: 6a19470cfbc373592c13700f. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### TaxDistill (100M) F1 Score: 88.57. Result ID: 6a19470cfbc373592c137016. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### TaxDistill (500M) F1 Score: 88.55. Result ID: 6a19470cfbc373592c137017. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Base F1 Score: 88.46. Result ID: 6a19470cfbc373592c137013. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer\_G F1 Score: 88.05. Result ID: 6a19470cfbc373592c137015. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer F1 Score: 88. Result ID: 6a19470cfbc373592c137014. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer\_G F1 Score: 87.89. Result ID: 6a19470cfbc373592c137010. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Base F1 Score: 74.86. Result ID: 6a19470cfbc373592c13700e. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.