# Taxonomic Classification Correction on Skin N=173,927 Source: [Taxonomic Classification Correction on Skin N=173,927]() Collection index: [llms.txt]() Data updated: 2026-05-29T08:02:53.376Z Evaluation of model performance on taxonomic classification correction using the Skin N=173,927 dataset, reporting 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) | Skin N=173,927 | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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. - [Correct Count](): Higher is better; unit: SCALAR. - [Wrong Count](): Lower is better; unit: SCALAR. - [Unlabeled Count](): Lower is better; unit: SCALAR. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | TaxDistill (500M) | 92.01 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 91.99 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 91.77 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 91.73 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 90.8 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 90.67 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 90.55 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 90.55 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 89.36 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 88.91 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 87.7 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 86.78 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 86.69 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 86.68 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 75.17 | Not recorded | 6a191d63dbd7150506f8264f | ### TaxDistill (500M) F1 Score: 92.01. Result ID: 6a19470cfbc373592c136fef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (100M) F1 Score: 91.99. Result ID: 6a19470cfbc373592c136fee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (100M) F1 Score: 91.77. Result ID: 6a19470cfbc373592c136ff3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### TaxDistill (500M) F1 Score: 91.73. Result ID: 6a19470cfbc373592c136ff4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Taxometer F1 Score: 90.8. Result ID: 6a19470cfbc373592c136fec. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer\_G F1 Score: 90.67. Result ID: 6a19470cfbc373592c136fed. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Base F1 Score: 90.55. Result ID: 6a19470cfbc373592c136feb. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer F1 Score: 90.55. Result ID: 6a19470cfbc373592c136ff1. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Taxometer\_G F1 Score: 89.36. Result ID: 6a19470cfbc373592c136ff2. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Base F1 Score: 88.91. Result ID: 6a19470cfbc373592c136ff5. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer F1 Score: 87.7. Result ID: 6a19470cfbc373592c136ff6. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### TaxDistill (100M) F1 Score: 86.78. Result ID: 6a19470cfbc373592c136ff8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### TaxDistill (500M) F1 Score: 86.69. Result ID: 6a19470cfbc373592c136ff9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer\_G F1 Score: 86.68. Result ID: 6a19470cfbc373592c136ff7. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Base F1 Score: 75.17. Result ID: 6a19470cfbc373592c136ff0. [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.