# Extreme Multi-label Text Classification on Wiki-30K Source: [Extreme Multi-label Text Classification on Wiki-30K]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:54:44.506Z Evaluation of Extreme Multi-label Text Classification performance on the Wiki-30K dataset, measured using Precision at K (P@K) and Normalized Discounted Cumulative Gain (nDCG@K) metrics. 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 | Extreme Multi-label Text Classification | | Dataset (including any stated split) | Wiki-30K | | Metric | P@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 - [P@1](): Higher is better; unit: PERCENT. - [P@3](): Higher is better; unit: PERCENT. - [P@5](): Higher is better; unit: PERCENT. - [nDCG@3](): Higher is better; unit: PERCENT. - [nDCG@5](): Higher is better; unit: PERCENT. ## Recorded results | Method | P@1 | Result date | Report paper | | --- | --- | --- | --- | | SLEEC | 85.26 | Not recorded | 68fa65fb1e209131cea0db2e | | LAHA | 84.18 | Not recorded | 68fa65fb1e209131cea0db2e | | XML-CNN | 82.9 | Not recorded | 68fa65fb1e209131cea0db2e | | PfastreXML | 82.81 | Not recorded | 68fa65fb1e209131cea0db2e | | AttentionXML | 81.98 | Not recorded | 68fa65fb1e209131cea0db2e | ### SLEEC P@1: 85.26. Result ID: 698cd57d8b517eb4331d0fcd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LAHA P@1: 84.18. Result ID: 698cd57d8b517eb4331d0fd1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### XML-CNN P@1: 82.9. Result ID: 698cd57d8b517eb4331d0fcf. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PfastreXML P@1: 82.81. Result ID: 698cd57d8b517eb4331d0fce. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AttentionXML P@1: 81.98. Result ID: 698cd57d8b517eb4331d0fd0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.