# Taxonomic Classification on Airways Source: [Taxonomic Classification on Airways]() Collection index: [llms.txt]() Data updated: 2026-05-29T08:02:53.574Z Evaluation of taxonomic classification performance on the Airways dataset, reporting counts for Correct, Wrong, and Unlabeled predictions. 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) | Airways | | Metric | Correct Predictions 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 Predictions Count](): Higher is better; unit: SCALAR. - [Wrong Predictions Count](): Lower is better; unit: SCALAR. - [Unlabeled Predictions Count](): Lower is better; unit: SCALAR. ## Recorded results | Method | Correct Predictions Count | Result date | Report paper | | --- | --- | --- | --- | | Taxometer | 168511 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 167508 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 167438 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 166804 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 166631 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 165574 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 164925 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 164799 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 161426 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 158516 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 153008 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 150212 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 148974 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 148447 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 117170 | Not recorded | 6a191d63dbd7150506f8264f | ### Taxometer Correct Predictions Count: 168511. Result ID: 6a19470cfbc373592c137046. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (500M) Correct Predictions Count: 167508. Result ID: 6a19470cfbc373592c137049. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (100M) Correct Predictions Count: 167438. Result ID: 6a19470cfbc373592c137048. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (500M) Correct Predictions Count: 166804. Result ID: 6a19470cfbc373592c13704e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### TaxDistill (100M) Correct Predictions Count: 166631. Result ID: 6a19470cfbc373592c13704d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Taxometer\_G Correct Predictions Count: 165574. Result ID: 6a19470cfbc373592c137047. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer Correct Predictions Count: 164925. Result ID: 6a19470cfbc373592c13704b. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Base Correct Predictions Count: 164799. Result ID: 6a19470cfbc373592c137045. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer\_G Correct Predictions Count: 161426. Result ID: 6a19470cfbc373592c13704c. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Base Correct Predictions Count: 158516. Result ID: 6a19470cfbc373592c13704f. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer Correct Predictions Count: 153008. Result ID: 6a19470cfbc373592c137050. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer\_G Correct Predictions Count: 150212. Result ID: 6a19470cfbc373592c137051. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### TaxDistill (500M) Correct Predictions Count: 148974. Result ID: 6a19470cfbc373592c137053. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### TaxDistill (100M) Correct Predictions Count: 148447. Result ID: 6a19470cfbc373592c137052. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Base Correct Predictions Count: 117170. Result ID: 6a19470cfbc373592c13704a. [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.