# Metagenome Classification on Metagenome dataset (test) Source: [Metagenome Classification on Metagenome dataset (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:46:41.254Z Evaluation of Metagenome Classification performance on the test split of the Metagenome dataset, measured by Host and Pathogen Average F1 scores. 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 | Metagenome Classification | | Dataset (including any stated split) | Metagenome dataset (test) | | Metric | Host F1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 26 of 26 | | 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 - [Host F1](): Higher is better; unit: PERCENT. - [Pathogen F1](): Higher is better; unit: PERCENT. ## Recorded results | Method | Host F1 | Result date | Report paper | | --- | --- | --- | --- | | MG-Net | 98 | Not recorded | 68fa5f171e209131ce9e76d1 | | MG-Net | 98 | Not recorded | 68fa5f171e209131ce9e76d1 | | MG-Net | 97 | Not recorded | 68fa5f171e209131ce9e76d1 | | MG-Net | 97 | Not recorded | 68fa5f171e209131ce9e76d1 | | WLK | 88 | Not recorded | 68fa5f171e209131ce9e76d1 | | WLK | 87 | Not recorded | 68fa5f171e209131ce9e76d1 | | GSK | 87 | Not recorded | 68fa5f171e209131ce9e76d1 | | SPK | 86 | Not recorded | 68fa5f171e209131ce9e76d1 | | SPK | 86 | Not recorded | 68fa5f171e209131ce9e76d1 | | SPK | 86 | Not recorded | 68fa5f171e209131ce9e76d1 | | WLK | 86 | Not recorded | 68fa5f171e209131ce9e76d1 | | GSK | 86 | Not recorded | 68fa5f171e209131ce9e76d1 | | MG-Net | 86 | Not recorded | 68fa5f171e209131ce9e76d1 | | Node2Vec | 85 | Not recorded | 68fa5f171e209131ce9e76d1 | | GSK | 84 | Not recorded | 68fa5f171e209131ce9e76d1 | | Node2Vec | 82 | Not recorded | 68fa5f171e209131ce9e76d1 | | Node2Vec | 81 | Not recorded | 68fa5f171e209131ce9e76d1 | | WLK | 81 | Not recorded | 68fa5f171e209131ce9e76d1 | | GSK | 79 | Not recorded | 68fa5f171e209131ce9e76d1 | | SPK | 78 | Not recorded | 68fa5f171e209131ce9e76d1 | | Seq2Vec | 75.8 | Not recorded | 68fa5f171e209131ce9e76d1 | | Node2Vec | 74 | Not recorded | 68fa5f171e209131ce9e76d1 | | Node2Vec | 5 | Not recorded | 68fa5f171e209131ce9e76d1 | | WLK | 4 | Not recorded | 68fa5f171e209131ce9e76d1 | | GSK | 3 | Not recorded | 68fa5f171e209131ce9e76d1 | | SPK | 2 | Not recorded | 68fa5f171e209131ce9e76d1 | ### MG-Net Host F1: 98. Result ID: 698bbbe37a967eddb770f375. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Classifier":"MLP"}. This record does not assert independent reproduction. ### MG-Net Host F1: 98. Result ID: 698bbbe37a967eddb770f376. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Classifier":"DL"}. This record does not assert independent reproduction. ### MG-Net Host F1: 97. Result ID: 698bbbe37a967eddb770f373. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Classifier":"LR"}. This record does not assert independent reproduction. ### MG-Net Host F1: 97. Result ID: 698bbbe37a967eddb770f374. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Classifier":"SVM"}. This record does not assert independent reproduction. ### WLK Host F1: 88. Result ID: 698bbbe37a967eddb770f36a. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"MLP"}. This record does not assert independent reproduction. ### WLK Host F1: 87. Result ID: 698bbbe37a967eddb770f368. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"LR"}. This record does not assert independent reproduction. ### GSK Host F1: 87. Result ID: 698bbbe37a967eddb770f36d. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"LR"}. This record does not assert independent reproduction. ### SPK Host F1: 86. Result ID: 698bbbe37a967eddb770f363. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"LR"}. This record does not assert independent reproduction. ### SPK Host F1: 86. Result ID: 698bbbe37a967eddb770f364. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"SVM"}. This record does not assert independent reproduction. ### SPK Host F1: 86. Result ID: 698bbbe37a967eddb770f365. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"MLP"}. This record does not assert independent reproduction. ### WLK Host F1: 86. Result ID: 698bbbe37a967eddb770f369. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"SVM"}. This record does not assert independent reproduction. ### GSK Host F1: 86. Result ID: 698bbbe37a967eddb770f36e. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"SVM"}. This record does not assert independent reproduction. ### MG-Net Host F1: 86. Result ID: 698bbbe37a967eddb770f372. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Classifier":"Linear"}. This record does not assert independent reproduction. ### Node2Vec Host F1: 85. Result ID: 698bbbe37a967eddb770f360. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"MLP"}. This record does not assert independent reproduction. ### GSK Host F1: 84. Result ID: 698bbbe37a967eddb770f36f. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"MLP"}. This record does not assert independent reproduction. ### Node2Vec Host F1: 82. Result ID: 698bbbe37a967eddb770f35e. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"LR"}. This record does not assert independent reproduction. ### Node2Vec Host F1: 81. Result ID: 698bbbe37a967eddb770f35f. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"SVM"}. This record does not assert independent reproduction. ### WLK Host F1: 81. Result ID: 698bbbe37a967eddb770f36b. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"DL"}. This record does not assert independent reproduction. ### GSK Host F1: 79. Result ID: 698bbbe37a967eddb770f370. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"DL"}. This record does not assert independent reproduction. ### SPK Host F1: 78. Result ID: 698bbbe37a967eddb770f366. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"DL"}. This record does not assert independent reproduction. ### Seq2Vec Host F1: 75.8. Result ID: 698bbbe37a967eddb770f371. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"DL"}. This record does not assert independent reproduction. ### Node2Vec Host F1: 74. Result ID: 698bbbe37a967eddb770f361. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"DL"}. This record does not assert independent reproduction. ### Node2Vec Host F1: 5. Result ID: 698bbbe37a967eddb770f35d. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"Linear"}. This record does not assert independent reproduction. ### WLK Host F1: 4. Result ID: 698bbbe37a967eddb770f367. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"Linear"}. This record does not assert independent reproduction. ### GSK Host F1: 3. Result ID: 698bbbe37a967eddb770f36c. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"Linear"}. This record does not assert independent reproduction. ### SPK Host F1: 2. Result ID: 698bbbe37a967eddb770f362. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"Linear"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.