This paper-specific evaluation tests Hierarchical metagenomic taxonomy classification using ICCTax Complete dataset.
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 extractedICCTax: a hierarchical taxonomic classifier for metagenomic sequences on a large language model · Table 2, ICCTax row, Genus column; Table 2, Kraken2 row, Genus column |
| Inputs | ICCTax Complete datasetICCTax: a hierarchical taxonomic classifier for metagenomic sequences on a large language model · Table 2, ICCTax row, Genus column; Table 2, Kraken2 row, Genus column |
| Assessment | Genus macro AvePICCTax: a hierarchical taxonomic classifier for metagenomic sequences on a large language model · Table 2, ICCTax row, Genus column; Table 2, Kraken2 row, Genus column |
| Recorded split or evaluation setting | UnextractedICCTax: a hierarchical taxonomic classifier for metagenomic sequences on a large language model · Table 2, ICCTax row, Genus column; Table 2, Kraken2 row, Genus 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: Macro average precision at genus rank on Complete dataset. This description is retained with the exact evaluation records; it is not a new protocol reconstruction.
ICCTax: a hierarchical taxonomic classifier for metagenomic sequences on a large language model · Table 2, ICCTax row, Genus column; Table 2, Kraken2 row, Genus columnRelease 2026-09-16-d74d282221a9 · 2 evaluations · 2 metric rows. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| ICCTax: Hierarchical metagenomic taxonomy classification Model: ICCTax · Benchmark: Hierarchical metagenomic taxonomy classification · Dataset: ICCTax Complete dataset Macro average precision at genus rank on Complete dataset. Author-reported evaluation · Evaluation metadata: needs review | ||
| 67.20 Genus macro AveP Unit: % · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedICCTax: a hierarchical taxonomic classifier for metagenomic sequences on a large language model · Table 2, ICCTax row, Genus column Source checking is not independent reproduction. |
| Kraken2: Hierarchical metagenomic taxonomy classification Model: Kraken2 · Benchmark: Hierarchical metagenomic taxonomy classification · Dataset: ICCTax Complete dataset Macro average precision at genus rank on Complete dataset. Independent external evaluation · Evaluation metadata: needs review | ||
| 70.56 Genus macro AveP Unit: % · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedICCTax: a hierarchical taxonomic classifier for metagenomic sequences on a large language model · Table 2, Kraken2 row, Genus 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-f4b1c9373f0929Release 2026-09-16-d74d282221a9 · Record review: needs review
Stable ID: reported-task-f4b1c9373f0929