evaluation · needs review

kMetaShot: Mock-community MAG taxonomy classification

Evaluation procedure

Genus classification of MAGs from MegaHIT contigs; uncorrected kMetaShot.

Metadata review: needs review. Unreported conditions prevent automatic comparisons.

Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.

Evaluated configurationMetricEvidence origin

Results grouped by the exact reported evaluation
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.

Release 2026-09-16-d74d282221a9 · Record review: needs review

Technical metadata and extraction receipts

Stable ID: evaluation-lit-b3-029

areas: microbes-communities
tasks: Mock-community MAG taxonomy classification
origin: author_reported
protocol: Genus classification of MAGs from MegaHIT contigs; uncorrected kMetaShot.
version: Not reported
comparison: protocol id: Not reported; dataset version: Not reported; split: Not reported; population: Not reported; inputs: Not reported; adaptation: Not reported; metric implementation: Not reported; aggregation: Not reported; budget: Not reported
missing metadata: model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract

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