This paper-specific evaluation tests Mock-community MAG taxonomy classification using Real mock community MAGs.
Explanatory profile: limited source coverage · Automated source review, 2026-09-16. This does not change the review status of its results.
| Property | Description and evidence |
|---|---|
| Record type | Paper-specific task; protocol incompletely extractedkMetaShot: a fast and reliable taxonomy classifier for metagenome-assembled genomes · Table 2, F1-score % row, Genus kMS column; Table 2, F1-score % row, Genus Gtk column |
| Inputs | Real mock community MAGskMetaShot: a fast and reliable taxonomy classifier for metagenome-assembled genomes · Table 2, F1-score % row, Genus kMS column; Table 2, F1-score % row, Genus Gtk column |
| Assessment | Genus-level F1kMetaShot: a fast and reliable taxonomy classifier for metagenome-assembled genomes · Table 2, F1-score % row, Genus kMS column; Table 2, F1-score % row, Genus Gtk column |
| Recorded split or evaluation setting | UnextractedkMetaShot: a fast and reliable taxonomy classifier for metagenome-assembled genomes · Table 2, F1-score % row, Genus kMS column; Table 2, F1-score % row, Genus Gtk column |
| Datasets | Not extracted or verified for this record. |
| Organisms | Not extracted or verified for this record. |
| Assays | Not extracted or verified for this record. |
| Adaptation | Not extracted or verified for this record. |
| Baselines | Not extracted or verified for this record. |
Outline of the existing paper extraction. Split membership, fitting details and scorer implementation remain incompletely reviewed.
The existing paper extraction describes: Genus classification of MAGs from MegaHIT contigs; uncorrected kMetaShot.; Genus classification of the same MAG set. This description is retained with the exact evaluation records; it is not a new protocol reconstruction.
kMetaShot: a fast and reliable taxonomy classifier for metagenome-assembled genomes · Table 2, F1-score % row, Genus kMS column; Table 2, F1-score % row, Genus Gtk columnRelease 2026-09-16-d74d282221a9 · 2 evaluations · 2 metric rows. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| kMetaShot: Mock-community MAG taxonomy classification Model: kMetaShot · Benchmark: Mock-community MAG taxonomy classification · Dataset: Real mock community MAGs Genus classification of MAGs from MegaHIT contigs; uncorrected kMetaShot. Author-reported evaluation · Evaluation metadata: needs review | ||
| 95.83 Genus-level F1 Unit: % · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedkMetaShot: a fast and reliable taxonomy classifier for metagenome-assembled genomes · Table 2, F1-score % row, Genus kMS column Source checking is not independent reproduction. |
| GTDB-Tk: Mock-community MAG taxonomy classification Model: GTDB-Tk · Benchmark: Mock-community MAG taxonomy classification · Dataset: Real mock community MAGs Genus classification of the same MAG set. Independent external evaluation · Evaluation metadata: needs review | ||
| 89.80 Genus-level F1 Unit: % · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedkMetaShot: a fast and reliable taxonomy classifier for metagenome-assembled genomes · Table 2, F1-score % row, Genus Gtk column Source checking is not independent reproduction. |
Catalogue extraction inspected; protocol claims remain limited to the cited evidence. Missing details are not presumed absent from the original paper.
Stable record: reported-task-8406b6aabfb8c0Release 2026-09-16-d74d282221a9 · Record review: needs review
Stable ID: reported-task-8406b6aabfb8c0