# Freezing of Gait Prediction on FOG Prediction Subject-Independent (test) Source: [Freezing of Gait Prediction on FOG Prediction Subject-Independent (test)]() Collection index: [llms.txt]() Data updated: 2026-03-05T07:47:35.324Z Evaluation of subject-independent Freezing of Gait prediction performance, measured by the Mean Prediction Horizon. 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 | Freezing of Gait Prediction | | Dataset (including any stated split) | FOG Prediction Subject-Independent (test) | | Metric | Mean Prediction Horizon (s) | | Unit | TIME | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [Mean Prediction Horizon (s)](): Higher is better; unit: TIME. ## Recorded results | Method | Mean Prediction Horizon (s) | Result date | Report paper | | --- | --- | --- | --- | | Fu et al. | 6.13 | Not recorded | 69a90dee2d603e6de3e406ec | | DDQN+PER Agent | 5.16 | Not recorded | 69a90dee2d603e6de3e406ec | | Naghavi and Wade | 2 | Not recorded | 69a90dee2d603e6de3e406ec | | Shalin et al. | 2 | Not recorded | 69a90dee2d603e6de3e406ec | | El-ziaat et al. | 1 | Not recorded | 69a90dee2d603e6de3e406ec | | CNN-LSTM | 0.97 | Not recorded | 69a90dee2d603e6de3e406ec | | Zhang et al. | 0.93 | Not recorded | 69a90dee2d603e6de3e406ec | | Pardoel et al. \[17\] | 0.89 | Not recorded | 69a90dee2d603e6de3e406ec | | Pardoel et al. \[18\] | 0.8 | Not recorded | 69a90dee2d603e6de3e406ec | | CNN-LSTM | 0.61 | Not recorded | 69a90dee2d603e6de3e406ec | ### Fu et al. Mean Prediction Horizon (s): 6.13. Result ID: 69a934a06dbb7075b9525413. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DDQN+PER Agent Mean Prediction Horizon (s): 5.16. Result ID: 69a934a06dbb7075b9525416. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Naghavi and Wade Mean Prediction Horizon (s): 2. Result ID: 69a934a06dbb7075b952540d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Shalin et al. Mean Prediction Horizon (s): 2. Result ID: 69a934a06dbb7075b952540f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### El-ziaat et al. Mean Prediction Horizon (s): 1. Result ID: 69a934a06dbb7075b9525410. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CNN-LSTM Mean Prediction Horizon (s): 0.97. Result ID: 69a934a06dbb7075b9525415. [Reporting paper]() Recorded evaluation configuration: {"Model Configuration":"Baseline with 6 parameters"}. This record does not assert independent reproduction. ### Zhang et al. Mean Prediction Horizon (s): 0.93. Result ID: 69a934a06dbb7075b952540e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Pardoel et al. \[17\] Mean Prediction Horizon (s): 0.89. Result ID: 69a934a06dbb7075b9525412. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Pardoel et al. \[18\] Mean Prediction Horizon (s): 0.8. Result ID: 69a934a06dbb7075b9525411. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CNN-LSTM Mean Prediction Horizon (s): 0.61. Result ID: 69a934a06dbb7075b9525414. [Reporting paper]() Recorded evaluation configuration: {"Model Configuration":"Baseline without 6 parameters"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.