# Time-series classification on DDG (test) Source: [Time-series classification on DDG (test)]() Collection index: [llms.txt]() Data updated: 2026-06-01T09:14:48.468Z Evaluation of Time-series Classification performance on the test split of the DDG dataset, reporting accuracy. 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 | Time-series classification | | Dataset (including any stated split) | DDG (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | ResRMNI | 58.2 | Not recorded | 68fa7a911e209131cea83f1d | | ResESNI | 56.2 | Not recorded | 68fa7a911e209131cea83f1d | | RMN | 56 | Not recorded | 68fa7a911e209131cea83f1d | | LeakyESN | 53.4 | Not recorded | 68fa7a911e209131cea83f1d | | ResESNR | 47.6 | Not recorded | 68fa7a911e209131cea83f1d | | ResRMNR | 45.8 | Not recorded | 68fa7a911e209131cea83f1d | | ResRMNC | 44.4 | Not recorded | 68fa7a911e209131cea83f1d | | ResESNC | 39.2 | Not recorded | 68fa7a911e209131cea83f1d | ### ResRMNI Accuracy: 58.2. Result ID: 6a1d4c9ffbc373592c16bb69. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Recurrent Matrix":"Identity"}. This record does not assert independent reproduction. ### ResESNI Accuracy: 56.2. Result ID: 6a1d4c9ffbc373592c16bb65. [Reporting paper]() Recorded evaluation configuration: {"Recurrent Matrix":"Identity"}. This record does not assert independent reproduction. ### RMN Accuracy: 56. Result ID: 6a1d4c9ffbc373592c16bb66. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LeakyESN Accuracy: 53.4. Result ID: 6a1d4c9ffbc373592c16bb62. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ResESNR Accuracy: 47.6. Result ID: 6a1d4c9ffbc373592c16bb63. [Reporting paper]() Recorded evaluation configuration: {"Recurrent Matrix":"Random"}. This record does not assert independent reproduction. ### ResRMNR Accuracy: 45.8. Result ID: 6a1d4c9ffbc373592c16bb67. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Recurrent Matrix":"Random"}. This record does not assert independent reproduction. ### ResRMNC Accuracy: 44.4. Result ID: 6a1d4c9ffbc373592c16bb68. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Recurrent Matrix":"Circular"}. This record does not assert independent reproduction. ### ResESNC Accuracy: 39.2. Result ID: 6a1d4c9ffbc373592c16bb64. [Reporting paper]() Recorded evaluation configuration: {"Recurrent Matrix":"Circular"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.