# Poetry Matching on CCPM Source: [Poetry Matching on CCPM]() Collection index: [llms.txt]() Data updated: 2026-04-02T09:43:28.388Z Evaluation of Poetry Matching performance on the CCPM dataset, measured using F1 score. 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 | Poetry Matching | | Dataset (including any stated split) | CCPM | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | SyCo | 81.37 | Not recorded | 69cdf8400636e5bf4afcccaf | | ATTEMPT | 78.21 | Not recorded | 69cdf8400636e5bf4afcccaf | | POEM+TA-LoRA | 78.15 | Not recorded | 69cdf8400636e5bf4afcccaf | | T^2ARD+TA-LoRA | 78.09 | Not recorded | 69cdf8400636e5bf4afcccaf | | T^2ARD | 76.99 | Not recorded | 69cdf8400636e5bf4afcccaf | | ClusT3+ATTEMPT | 75.76 | Not recorded | 69cdf8400636e5bf4afcccaf | | POEM+MPT | 74.91 | Not recorded | 69cdf8400636e5bf4afcccaf | | MPT | 74.76 | Not recorded | 69cdf8400636e5bf4afcccaf | | T^2ARD+MPT | 74.44 | Not recorded | 69cdf8400636e5bf4afcccaf | | TA-LoRA | 74.32 | Not recorded | 69cdf8400636e5bf4afcccaf | | ClusT3 | 72.81 | Not recorded | 69cdf8400636e5bf4afcccaf | | TENT | 72.58 | Not recorded | 69cdf8400636e5bf4afcccaf | | FOA | 72.17 | Not recorded | 69cdf8400636e5bf4afcccaf | | TENT+SPoT | 71.97 | Not recorded | 69cdf8400636e5bf4afcccaf | | SPoT | 71.55 | Not recorded | 69cdf8400636e5bf4afcccaf | | POEM | 71.09 | Not recorded | 69cdf8400636e5bf4afcccaf | | PT | 70.59 | Not recorded | 69cdf8400636e5bf4afcccaf | ### SyCo F1 Score: 81.37. Result ID: 69ce3a2747f34ce924b7c8d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Paradigm":"MOA"}. This record does not assert independent reproduction. ### ATTEMPT F1 Score: 78.21. Result ID: 69ce3a2747f34ce924b7c8c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Paradigm":"MTL"}. This record does not assert independent reproduction. ### POEM+TA-LoRA F1 Score: 78.15. Result ID: 69ce3a2747f34ce924b7c8ce. [Reporting paper]() Recorded evaluation configuration: {"Paradigm":"MOA"}. This record does not assert independent reproduction. ### T^2ARD+TA-LoRA F1 Score: 78.09. Result ID: 69ce3a2747f34ce924b7c8cf. [Reporting paper]() Recorded evaluation configuration: {"Paradigm":"MOA"}. This record does not assert independent reproduction. ### T^2ARD F1 Score: 76.99. Result ID: 69ce3a2747f34ce924b7c8c5. [Reporting paper]() Recorded evaluation configuration: {"Paradigm":"TTA"}. This record does not assert independent reproduction. ### ClusT3+ATTEMPT F1 Score: 75.76. Result ID: 69ce3a2747f34ce924b7c8cb. [Reporting paper]() Recorded evaluation configuration: {"Paradigm":"MOA"}. This record does not assert independent reproduction. ### POEM+MPT F1 Score: 74.91. Result ID: 69ce3a2747f34ce924b7c8cc. [Reporting paper]() Recorded evaluation configuration: {"Paradigm":"MOA"}. This record does not assert independent reproduction. ### MPT F1 Score: 74.76. Result ID: 69ce3a2747f34ce924b7c8c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Paradigm":"MTL"}. This record does not assert independent reproduction. ### T^2ARD+MPT F1 Score: 74.44. Result ID: 69ce3a2747f34ce924b7c8cd. [Reporting paper]() Recorded evaluation configuration: {"Paradigm":"MOA"}. This record does not assert independent reproduction. ### TA-LoRA F1 Score: 74.32. Result ID: 69ce3a2747f34ce924b7c8c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Paradigm":"MTL"}. This record does not assert independent reproduction. ### ClusT3 F1 Score: 72.81. Result ID: 69ce3a2747f34ce924b7c8c2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Paradigm":"TTA"}. This record does not assert independent reproduction. ### TENT F1 Score: 72.58. Result ID: 69ce3a2747f34ce924b7c8c1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Paradigm":"TTA"}. This record does not assert independent reproduction. ### FOA F1 Score: 72.17. Result ID: 69ce3a2747f34ce924b7c8c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Paradigm":"TTA"}. This record does not assert independent reproduction. ### TENT+SPoT F1 Score: 71.97. Result ID: 69ce3a2747f34ce924b7c8ca. [Reporting paper]() Recorded evaluation configuration: {"Paradigm":"MOA"}. This record does not assert independent reproduction. ### SPoT F1 Score: 71.55. Result ID: 69ce3a2747f34ce924b7c8c6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Paradigm":"MTL"}. This record does not assert independent reproduction. ### POEM F1 Score: 71.09. Result ID: 69ce3a2747f34ce924b7c8c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Paradigm":"TTA"}. This record does not assert independent reproduction. ### PT F1 Score: 70.59. Result ID: 69ce3a2747f34ce924b7c8c0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Paradigm":"Vanilla"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.