# Taxonomic Classification on Urogenital N=57,529 Source: [Taxonomic Classification on Urogenital N=57,529]() Collection index: [llms.txt]() Data updated: 2026-05-29T08:02:53.639Z Evaluation of model performance on raw taxonomic classification counts (Correct, Wrong, Unlabeled) using the Urogenital N=57,529 dataset. 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 | | Dataset (including any stated split) | Urogenital N=57,529 | | Metric | Correct Count | | Unit | SCALAR | | 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 - [Correct Count](): Higher is better; unit: SCALAR. - [Wrong Count](): Lower is better; unit: SCALAR. - [Unlabeled Count](): Lower is better; unit: SCALAR. ## Recorded results | Method | Correct Count | Result date | Report paper | | --- | --- | --- | --- | | TaxDistill (500M) | 51357 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 51288 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 50920 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 50551 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 50413 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 50410 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 50404 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 50396 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 50394 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 50065 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 49888 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 49875 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 49873 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 48820 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 35626 | Not recorded | 6a191d63dbd7150506f8264f | ### TaxDistill (500M) Correct Count: 51357. Result ID: 6a19470cfbc373592c137076. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (100M) Correct Count: 51288. Result ID: 6a19470cfbc373592c137075. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer Correct Count: 50920. Result ID: 6a19470cfbc373592c137073. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Base Correct Count: 50551. Result ID: 6a19470cfbc373592c13707c. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### TaxDistill (100M) Correct Count: 50413. Result ID: 6a19470cfbc373592c13707a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### TaxDistill (100M) Correct Count: 50410. Result ID: 6a19470cfbc373592c13707f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### TaxDistill (500M) Correct Count: 50404. Result ID: 6a19470cfbc373592c13707b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### TaxDistill (500M) Correct Count: 50396. Result ID: 6a19470cfbc373592c137080. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer\_G Correct Count: 50394. Result ID: 6a19470cfbc373592c137074. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Base Correct Count: 50065. Result ID: 6a19470cfbc373592c137072. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer Correct Count: 49888. Result ID: 6a19470cfbc373592c13707d. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer Correct Count: 49875. Result ID: 6a19470cfbc373592c137078. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Taxometer\_G Correct Count: 49873. Result ID: 6a19470cfbc373592c13707e. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer\_G Correct Count: 48820. Result ID: 6a19470cfbc373592c137079. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Base Correct Count: 35626. Result ID: 6a19470cfbc373592c137077. [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.