# Taxonomic Classification on Oral Source: [Taxonomic Classification on Oral]() Collection index: [llms.txt]() Data updated: 2026-05-29T08:02:53.610Z Evaluation of model performance on taxonomic classification using the Oral dataset, reporting raw 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) | Oral | | 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 | | --- | --- | --- | --- | | TaxDistill (500M) | 181163 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 180956 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 180853 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 180730 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 180492 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 178898 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 177836 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 176861 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 175800 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 175598 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 174300 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 173794 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 173665 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 172035 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 122913 | Not recorded | 6a191d63dbd7150506f8264f | ### TaxDistill (500M) Correct Predictions Count: 181163. Result ID: 6a19470cfbc373592c137067. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (500M) Correct Predictions Count: 180956. Result ID: 6a19470cfbc373592c13706c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### TaxDistill (100M) Correct Predictions Count: 180853. Result ID: 6a19470cfbc373592c137066. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (100M) Correct Predictions Count: 180730. Result ID: 6a19470cfbc373592c13706b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Taxometer Correct Predictions Count: 180492. Result ID: 6a19470cfbc373592c137064. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer Correct Predictions Count: 178898. Result ID: 6a19470cfbc373592c137069. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Taxometer\_G Correct Predictions Count: 177836. Result ID: 6a19470cfbc373592c137065. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Base Correct Predictions Count: 176861. Result ID: 6a19470cfbc373592c13706d. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Base Correct Predictions Count: 175800. Result ID: 6a19470cfbc373592c137063. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer\_G Correct Predictions Count: 175598. Result ID: 6a19470cfbc373592c13706a. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Taxometer Correct Predictions Count: 174300. Result ID: 6a19470cfbc373592c13706e. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### TaxDistill (100M) Correct Predictions Count: 173794. Result ID: 6a19470cfbc373592c137070. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### TaxDistill (500M) Correct Predictions Count: 173665. Result ID: 6a19470cfbc373592c137071. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer\_G Correct Predictions Count: 172035. Result ID: 6a19470cfbc373592c13706f. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Base Correct Predictions Count: 122913. Result ID: 6a19470cfbc373592c137068. [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.