# Taxonomic Classification Correction on Gastrointestinal Source: [Taxonomic Classification Correction on Gastrointestinal]() Collection index: [llms.txt]() Data updated: 2026-05-29T08:02:53.313Z Evaluation of model performance on taxonomic classification correction using the Gastrointestinal 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) | Gastrointestinal | | 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) | 94.12 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 94.08 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 93.56 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 93.48 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 93.46 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 92.98 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 92.93 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 92.37 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 90.86 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 85.33 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 85.13 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 85 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 84.57 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 84.32 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 76.31 | Not recorded | 6a191d63dbd7150506f8264f | ### TaxDistill (500M) F1 Score: 94.12. Result ID: 6a19470cfbc373592c136fd6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### TaxDistill (100M) F1 Score: 94.08. Result ID: 6a19470cfbc373592c136fd5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Taxometer\_G F1 Score: 93.56. Result ID: 6a19470cfbc373592c136fcf. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (100M) F1 Score: 93.48. Result ID: 6a19470cfbc373592c136fd0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (500M) F1 Score: 93.46. Result ID: 6a19470cfbc373592c136fd1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer\_G F1 Score: 92.98. Result ID: 6a19470cfbc373592c136fd4. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Taxometer F1 Score: 92.93. Result ID: 6a19470cfbc373592c136fce. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer F1 Score: 92.37. Result ID: 6a19470cfbc373592c136fd3. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Base F1 Score: 90.86. Result ID: 6a19470cfbc373592c136fcd. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Base F1 Score: 85.33. Result ID: 6a19470cfbc373592c136fd7. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### TaxDistill (500M) F1 Score: 85.13. Result ID: 6a19470cfbc373592c136fdb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### TaxDistill (100M) F1 Score: 85. Result ID: 6a19470cfbc373592c136fda. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer\_G F1 Score: 84.57. Result ID: 6a19470cfbc373592c136fd9. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer F1 Score: 84.32. Result ID: 6a19470cfbc373592c136fd8. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Base F1 Score: 76.31. Result ID: 6a19470cfbc373592c136fd2. [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.