# Extreme Multi-label Text Classification on Kan-Shan Cup Source: [Extreme Multi-label Text Classification on Kan-Shan Cup]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:54:44.477Z Evaluation of Extreme Multi-label Text Classification performance on the Kan-Shan Cup dataset, typically measured using Precision@K and 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) | Kan-Shan Cup | | 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 | | --- | --- | --- | --- | | LAHA | 54.38 | Not recorded | 68fa65fb1e209131cea0db2e | | AttentionXML | 53.69 | Not recorded | 68fa65fb1e209131cea0db2e | | PfastreXML | 52.29 | Not recorded | 68fa65fb1e209131cea0db2e | | SLEEC | 51.41 | Not recorded | 68fa65fb1e209131cea0db2e | | XML-CNN | 49.68 | Not recorded | 68fa65fb1e209131cea0db2e | ### LAHA P@1: 54.38. Result ID: 698cd57d8b517eb4331d0fc2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AttentionXML P@1: 53.69. Result ID: 698cd57d8b517eb4331d0fc1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PfastreXML P@1: 52.29. Result ID: 698cd57d8b517eb4331d0fbf. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SLEEC P@1: 51.41. Result ID: 698cd57d8b517eb4331d0fbe. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### XML-CNN P@1: 49.68. Result ID: 698cd57d8b517eb4331d0fc0. [Reporting 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.