# Taxonomic Classification on Gastrointestinal Source: [Taxonomic Classification on Gastrointestinal]() Collection index: [llms.txt]() Data updated: 2026-05-29T08:02:53.537Z Evaluation of model performance on taxonomic classification using the Gastrointestinal 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) | Gastrointestinal | | 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) | 75969 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 75952 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 75481 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 75452 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 74978 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 74885 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 74354 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 74231 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 67714 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (500M) | 66651 | Not recorded | 6a191d63dbd7150506f8264f | | TaxDistill (100M) | 66592 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer | 66355 | Not recorded | 6a191d63dbd7150506f8264f | | Taxometer\_G | 65195 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 52060 | Not recorded | 6a191d63dbd7150506f8264f | | Base | 52060 | Not recorded | 6a191d63dbd7150506f8264f | ### TaxDistill (500M) Correct Predictions Count: 75969. Result ID: 6a19470cfbc373592c13703f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### TaxDistill (100M) Correct Predictions Count: 75952. Result ID: 6a19470cfbc373592c13703e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### TaxDistill (500M) Correct Predictions Count: 75481. Result ID: 6a19470cfbc373592c13703a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### TaxDistill (100M) Correct Predictions Count: 75452. Result ID: 6a19470cfbc373592c137039. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer\_G Correct Predictions Count: 74978. Result ID: 6a19470cfbc373592c137038. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer Correct Predictions Count: 74885. Result ID: 6a19470cfbc373592c137037. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Taxometer Correct Predictions Count: 74354. Result ID: 6a19470cfbc373592c13703c. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Taxometer\_G Correct Predictions Count: 74231. Result ID: 6a19470cfbc373592c13703d. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"MMseq2"}. This record does not assert independent reproduction. ### Base Correct Predictions Count: 67714. Result ID: 6a19470cfbc373592c137040. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### TaxDistill (500M) Correct Predictions Count: 66651. Result ID: 6a19470cfbc373592c137044. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### TaxDistill (100M) Correct Predictions Count: 66592. Result ID: 6a19470cfbc373592c137043. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer Correct Predictions Count: 66355. Result ID: 6a19470cfbc373592c137041. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Taxometer\_G Correct Predictions Count: 65195. Result ID: 6a19470cfbc373592c137042. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Kraken2"}. This record does not assert independent reproduction. ### Base Correct Predictions Count: 52060. Result ID: 6a19470cfbc373592c137036. [Reporting paper]() Recorded evaluation configuration: {"Base Classifier":"Metabuli"}. This record does not assert independent reproduction. ### Base Correct Predictions Count: 52060. Result ID: 6a19470cfbc373592c13703b. [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.