# Active Feature Acquisition on Metabric Source: [Active Feature Acquisition on Metabric]() Collection index: [llms.txt]() Data updated: 2026-05-08T07:47:08.611Z Evaluation of model training runtime performance for Active Feature Acquisition methods applied to the Metabric dataset. 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 | Active Feature Acquisition | | Dataset (including any stated split) | Metabric | | Metric | Training Runtime (s) | | Unit | TIME | | Direction | Lower is better | | Results loaded | 16 of 16 | | 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 - [Training Runtime (s)](): Lower is better; unit: TIME. ## Recorded results | Method | Training Runtime (s) | Result date | Report paper | | --- | --- | --- | --- | | DIME | 2.1 | Not recorded | 69fd6df25497b3b670c8930f | | OL | 2.3 | Not recorded | 69fd6df25497b3b670c8930f | | DiFA | 2.6 | Not recorded | 69fd6df25497b3b670c8930f | | NM-PPG | 2.7 | Not recorded | 69fd6df25497b3b670c8930f | | GDFS | 3 | Not recorded | 69fd6df25497b3b670c8930f | | GSMRL | 3.2 | Not recorded | 69fd6df25497b3b670c8930f | | AACO | 63.9 | Not recorded | 69fd6df25497b3b670c8930f | | SEFA | 106 | Not recorded | 69fd6df25497b3b670c8930f | | DIME (m) | 182 | Not recorded | 69fd6df25497b3b670c8930f | | GDFS (m) | 225 | Not recorded | 69fd6df25497b3b670c8930f | | DiFA (m) | 267 | Not recorded | 69fd6df25497b3b670c8930f | | OL | 326 | Not recorded | 69fd6df25497b3b670c8930f | | AACO | 1028 | Not recorded | 69fd6df25497b3b670c8930f | | SEFA | 1167 | Not recorded | 69fd6df25497b3b670c8930f | | NM-PPG | 1214 | Not recorded | 69fd6df25497b3b670c8930f | | GSMRL | 1437 | Not recorded | 69fd6df25497b3b670c8930f | ### DIME Training Runtime (s): 2.1. Result ID: 69fd93ad47f34ce924e04bc5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"myopic":"true"}. This record does not assert independent reproduction. ### OL Training Runtime (s): 2.3. Result ID: 69fd93ad47f34ce924e04bca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DiFA Training Runtime (s): 2.6. Result ID: 69fd93ad47f34ce924e04bc4. [Reporting paper]() Recorded evaluation configuration: {"myopic":"true"}. This record does not assert independent reproduction. ### NM-PPG Training Runtime (s): 2.7. Result ID: 69fd93ad47f34ce924e04bc3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GDFS Training Runtime (s): 3. Result ID: 69fd93ad47f34ce924e04bc6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"myopic":"true"}. This record does not assert independent reproduction. ### GSMRL Training Runtime (s): 3.2. Result ID: 69fd93ad47f34ce924e04bc9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AACO Training Runtime (s): 63.9. Result ID: 69fd93ad47f34ce924e04bc7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SEFA Training Runtime (s): 106. Result ID: 69fd93ad47f34ce924e04bc8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DIME (m) Training Runtime (s): 182. Result ID: 69fd93ad47f34ce924e04b69. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GDFS (m) Training Runtime (s): 225. Result ID: 69fd93ad47f34ce924e04b6a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DiFA (m) Training Runtime (s): 267. Result ID: 69fd93ad47f34ce924e04b68. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OL Training Runtime (s): 326. Result ID: 69fd93ad47f34ce924e04b6e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AACO Training Runtime (s): 1028. Result ID: 69fd93ad47f34ce924e04b6b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SEFA Training Runtime (s): 1167. Result ID: 69fd93ad47f34ce924e04b6c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NM-PPG Training Runtime (s): 1214. Result ID: 69fd93ad47f34ce924e04b67. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GSMRL Training Runtime (s): 1437. Result ID: 69fd93ad47f34ce924e04b6d. [Reporting paper]() [Method origin 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.