# Multi-label Text Classification on RMSC V2 (test) Source: [Multi-label Text Classification on RMSC V2 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:54:04.670Z Evaluation of Multi-label Text Classification performance on the test split of the RMSC V2 dataset, measured using OE, HL, MacroF1, and MicroF1 scores. 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 | Multi-label Text Classification | | Dataset (including any stated split) | RMSC V2 (test) | | Metric | OE | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [OE](): Higher is better; unit: PERCENT. - [HL](): Lower is better; unit: SCALAR. - [MacroF1](): Higher is better; unit: PERCENT. - [MicroF1](): Higher is better; unit: PERCENT. ## Recorded results | Method | OE | Result date | Report paper | | --- | --- | --- | --- | | BR | 74.4 | Not recorded | 68fa68271e209131cea1a4fe | | CC | 67.5 | Not recorded | 68fa68271e209131cea1a4fe | | LP | 56.2 | Not recorded | 68fa68271e209131cea1a4fe | | LSTM | 24.24 | Not recorded | 68fa68271e209131cea1a4fe | | CNN | 23.84 | Not recorded | 68fa68271e209131cea1a4fe | | HAN | 18.26 | Not recorded | 68fa68271e209131cea1a4fe | | HAN-LG | 17.6 | Not recorded | 68fa68271e209131cea1a4fe | | LW-LSTM | 17.53 | Not recorded | 68fa68271e209131cea1a4fe | | LW-LSTM | 17.53 | Not recorded | 68fa68271e209131cea1a4fe | | LW-LSTM | 16.67 | Not recorded | 68fa68271e209131cea1a4fe | | HLW-LSTM | 15.27 | Not recorded | 68fa68271e209131cea1a4fe | | HLW-LSTM | 14.94 | Not recorded | 68fa68271e209131cea1a4fe | | HLW-LSTM | 14.54 | Not recorded | 68fa68271e209131cea1a4fe | ### BR OE: 74.4. Result ID: 698d5d2a8b517eb43320f0ee. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CC OE: 67.5. Result ID: 698d5d2a8b517eb43320f0ef. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LP OE: 56.2. Result ID: 698d5d2a8b517eb43320f0f0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LSTM OE: 24.24. Result ID: 698d5d2a8b517eb43320f0f2. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CNN OE: 23.84. Result ID: 698d5d2a8b517eb43320f0f1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HAN OE: 18.26. Result ID: 698d5d2a8b517eb43320f0f3. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HAN-LG OE: 17.6. Result ID: 698d5d2a8b517eb43320f0f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LW-LSTM OE: 17.53. Result ID: 698d5d2a8b517eb43320f0f6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_protocol":"PT"}. This record does not assert independent reproduction. ### LW-LSTM OE: 17.53. Result ID: 698d5d2a8b517eb43320f0f7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_protocol":"FT"}. This record does not assert independent reproduction. ### LW-LSTM OE: 16.67. Result ID: 698d5d2a8b517eb43320f0f5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_protocol":"standard"}. This record does not assert independent reproduction. ### HLW-LSTM OE: 15.27. Result ID: 698d5d2a8b517eb43320f0f9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_protocol":"PT"}. This record does not assert independent reproduction. ### HLW-LSTM OE: 14.94. Result ID: 698d5d2a8b517eb43320f0f8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_protocol":"standard"}. This record does not assert independent reproduction. ### HLW-LSTM OE: 14.54. Result ID: 698d5d2a8b517eb43320f0fa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_protocol":"FT"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.