# Taxonomic classification correction on Oral Source: [Taxonomic classification correction on Oral]() Collection index: [llms.txt]() Data updated: 2026-05-29T08:02:53.409Z Evaluation of model performance on taxonomic classification correction using the Oral 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) | Oral | | 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) | 92.37 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 92.28 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 92.27 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 92.24 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 91.3 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 90.85 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 90.78 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 90.05 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 89.91 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 89.19 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 88.9 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 88.9 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 88.8 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 88.27 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 74.14 | Not recorded | 6a191d63dbd7150506f8264f | ### TaxDistill (500M) F1 Score: 92.37. Result ID: 6a19470cfbc373592c136ffe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (500M) F1 Score: 92.28. Result ID: 6a19470cfbc373592c137003. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### TaxDistill (100M) F1 Score: 92.27. Result ID: 6a19470cfbc373592c136ffd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (100M) F1 Score: 92.24. Result ID: 6a19470cfbc373592c137002. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Taxometer F1 Score: 91.3. Result ID: 6a19470cfbc373592c136ffb. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer F1 Score: 90.85. Result ID: 6a19470cfbc373592c137000. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Taxometer\_G F1 Score: 90.78. Result ID: 6a19470cfbc373592c136ffc. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer\_G F1 Score: 90.05. Result ID: 6a19470cfbc373592c137001. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Base F1 Score: 89.91. Result ID: 6a19470cfbc373592c136ffa. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Base F1 Score: 89.19. Result ID: 6a19470cfbc373592c137004. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### TaxDistill (100M) F1 Score: 88.9. Result ID: 6a19470cfbc373592c137007. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### TaxDistill (500M) F1 Score: 88.9. Result ID: 6a19470cfbc373592c137008. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer F1 Score: 88.8. Result ID: 6a19470cfbc373592c137005. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer\_G F1 Score: 88.27. Result ID: 6a19470cfbc373592c137006. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Base F1 Score: 74.14. Result ID: 6a19470cfbc373592c136fff. [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.