# Classification on Mp3 player Source: [Classification on Mp3 player]() Collection index: [llms.txt]() Data updated: 2026-06-01T07:24:42.397Z Evaluation of general Classification performance on the Mp3 player 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 | Classification | | Dataset (including any stated split) | Mp3 player | | Metric | F1-score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 2 of 2 | | 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: SCALAR. ## Recorded results | Method | F1-score | Result date | Report paper | | --- | --- | --- | --- | | AKG | 0.805 | Not recorded | 6a1d1204dbd7150506f83ef3 | | Base | 0.521 | Not recorded | 6a1d1204dbd7150506f83ef3 | ### AKG F1-score: 0.805. Result ID: 6a1d33a9fbc373592c15fac5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-OSS 20B","Model Size Category":"Medium size models"}. This record does not assert independent reproduction. ### Base F1-score: 0.521. Result ID: 6a1d33a9fbc373592c15fac4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"N/A"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.