# Music Generation on Nottingham (test) Source: [Music Generation on Nottingham (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:37:17.173Z Evaluation of Music Generation models on the test split of the Nottingham dataset, assessed using metrics like BLEU-4 and Mean Squared Error (MSE). 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 | Music Generation | | Dataset (including any stated split) | Nottingham (test) | | Metric | BLEU-4 | | 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 - [BLEU-4](): Higher is better; unit: SCALAR. - [MSE](): Lower is better; unit: SCALAR. ## Recorded results | Method | BLEU-4 | Result date | Report paper | | --- | --- | --- | --- | | SeqGAN | 0.9406 | Not recorded | 68fa63a01e209131ce9ffd47 | | MLE | 0.921 | Not recorded | 68fa63a01e209131ce9ffd47 | ### SeqGAN BLEU-4: 0.9406. Result ID: 698bfdc0f729bc7f68e75f0d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MLE BLEU-4: 0.921. Result ID: 698bfdc0f729bc7f68e75f0c. [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.