# Taxonomic classification correction on Rhizosphere (N=28,318) Source: [Taxonomic classification correction on Rhizosphere (N=28,318)]() Collection index: [llms.txt]() Data updated: 2026-05-29T08:02:53.473Z Evaluation of model performance on taxonomic classification correction using the Rhizosphere (N=28,318) 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) | Rhizosphere (N=28,318) | | 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) | 79.24 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 79.19 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 78.89 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 78.82 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 78.57 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 78.54 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 78.51 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 77.38 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 77.2 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 69.36 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 67.43 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 67.28 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 64.96 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 64.66 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 61.22 | Not recorded | 6a191d63dbd7150506f8264f | ### TaxDistill (500M) F1 Score: 79.24. Result ID: 6a19470cfbc373592c13701c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (100M) F1 Score: 79.19. Result ID: 6a19470cfbc373592c13701b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (100M) F1 Score: 78.89. Result ID: 6a19470cfbc373592c137020. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### TaxDistill (500M) F1 Score: 78.82. Result ID: 6a19470cfbc373592c137021. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Taxometer F1 Score: 78.57. Result ID: 6a19470cfbc373592c137019. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Base F1 Score: 78.54. Result ID: 6a19470cfbc373592c137018. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer\_G F1 Score: 78.51. Result ID: 6a19470cfbc373592c13701a. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer\_G F1 Score: 77.38. Result ID: 6a19470cfbc373592c13701f. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Taxometer F1 Score: 77.2. Result ID: 6a19470cfbc373592c13701e. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Base F1 Score: 69.36. Result ID: 6a19470cfbc373592c13701d. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### TaxDistill (100M) F1 Score: 67.43. Result ID: 6a19470cfbc373592c137025. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### TaxDistill (500M) F1 Score: 67.28. Result ID: 6a19470cfbc373592c137026. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer\_G F1 Score: 64.96. Result ID: 6a19470cfbc373592c137024. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer F1 Score: 64.66. Result ID: 6a19470cfbc373592c137023. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Base F1 Score: 61.22. Result ID: 6a19470cfbc373592c137022. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.