# Mobility Pattern Validation on German Federal States Survey data Regional Comparison Source: [Mobility Pattern Validation on German Federal States Survey data Regional Comparison]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:52:54.833Z Evaluation of model performance on validating mobility patterns using the German Federal States Survey data, assessed using metrics such as Modality, Duration, Length, and Average. 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 | Mobility Pattern Validation | | Dataset (including any stated split) | German Federal States Survey data Regional Comparison | | Metric | Modality | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [Modality](): Higher is better; unit: SCALAR. - [Duration](): Lower is better; unit: TIME. - [Length](): Higher is better; unit: SIZE. - [Average Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Modality | Result date | Report paper | | --- | --- | --- | --- | | Saarland | 23.43 | Not recorded | 6976f4f4a2b28e761d87c167 | | Rheinland-Pfalz | 18.68 | Not recorded | 6976f4f4a2b28e761d87c167 | | Niedersachsen | 18.34 | Not recorded | 6976f4f4a2b28e761d87c167 | | Thüringen | 17.62 | Not recorded | 6976f4f4a2b28e761d87c167 | | Sachsen | 17.12 | Not recorded | 6976f4f4a2b28e761d87c167 | | Schleswig-Holstein | 17.07 | Not recorded | 6976f4f4a2b28e761d87c167 | | Bayern | 16.34 | Not recorded | 6976f4f4a2b28e761d87c167 | | Brandenburg | 16.26 | Not recorded | 6976f4f4a2b28e761d87c167 | | Baden-Württemberg | 15.97 | Not recorded | 6976f4f4a2b28e761d87c167 | | Sachsen-Anhalt | 15.94 | Not recorded | 6976f4f4a2b28e761d87c167 | | Nordrhein-Westfalen | 15.65 | Not recorded | 6976f4f4a2b28e761d87c167 | | Mecklenburg-Vorpommern | 15.55 | Not recorded | 6976f4f4a2b28e761d87c167 | | Regional Mean | 15.51 | Not recorded | 6976f4f4a2b28e761d87c167 | | Hessen | 15.33 | Not recorded | 6976f4f4a2b28e761d87c167 | | Bremen | 7.3 | Not recorded | 6976f4f4a2b28e761d87c167 | | GTA | 4.07 | Not recorded | 6976f4f4a2b28e761d87c167 | | Hamburg | 1.99 | Not recorded | 6976f4f4a2b28e761d87c167 | ### Saarland Modality: 23.43. Result ID: 699899205698665ec4fb3f64. [Reporting paper]() Recorded evaluation configuration: {"State":"Saarland"}. This record does not assert independent reproduction. ### Rheinland-Pfalz Modality: 18.68. Result ID: 699899205698665ec4fb3f61. [Reporting paper]() Recorded evaluation configuration: {"State":"Rheinland-Pfalz"}. This record does not assert independent reproduction. ### Niedersachsen Modality: 18.34. Result ID: 699899205698665ec4fb3f5d. [Reporting paper]() Recorded evaluation configuration: {"State":"Niedersachsen"}. This record does not assert independent reproduction. ### Thüringen Modality: 17.62. Result ID: 699899205698665ec4fb3f69. [Reporting paper]() Recorded evaluation configuration: {"State":"Thüringen"}. This record does not assert independent reproduction. ### Sachsen Modality: 17.12. Result ID: 699899205698665ec4fb3f67. [Reporting paper]() Recorded evaluation configuration: {"State":"Sachsen"}. This record does not assert independent reproduction. ### Schleswig-Holstein Modality: 17.07. Result ID: 699899205698665ec4fb3f5b. [Reporting paper]() Recorded evaluation configuration: {"State":"Schleswig-Holstein"}. This record does not assert independent reproduction. ### Bayern Modality: 16.34. Result ID: 699899205698665ec4fb3f63. [Reporting paper]() Recorded evaluation configuration: {"State":"Bayern"}. This record does not assert independent reproduction. ### Brandenburg Modality: 16.26. Result ID: 699899205698665ec4fb3f65. [Reporting paper]() Recorded evaluation configuration: {"State":"Brandenburg"}. This record does not assert independent reproduction. ### Baden-Württemberg Modality: 15.97. Result ID: 699899205698665ec4fb3f62. [Reporting paper]() Recorded evaluation configuration: {"State":"Baden-Württemberg"}. This record does not assert independent reproduction. ### Sachsen-Anhalt Modality: 15.94. Result ID: 699899205698665ec4fb3f68. [Reporting paper]() Recorded evaluation configuration: {"State":"Sachsen-Anhalt"}. This record does not assert independent reproduction. ### Nordrhein-Westfalen Modality: 15.65. Result ID: 699899205698665ec4fb3f5f. [Reporting paper]() Recorded evaluation configuration: {"State":"Nordrhein-Westfalen"}. This record does not assert independent reproduction. ### Mecklenburg-Vorpommern Modality: 15.55. Result ID: 699899205698665ec4fb3f66. [Reporting paper]() Recorded evaluation configuration: {"State":"Mecklenburg-Vorpommern"}. This record does not assert independent reproduction. ### Regional Mean Modality: 15.51. Result ID: 699899205698665ec4fb3f6b. [Reporting paper]() Recorded evaluation configuration: {"State":"Overall Mean"}. This record does not assert independent reproduction. ### Hessen Modality: 15.33. Result ID: 699899205698665ec4fb3f60. [Reporting paper]() Recorded evaluation configuration: {"State":"Hessen"}. This record does not assert independent reproduction. ### Bremen Modality: 7.3. Result ID: 699899205698665ec4fb3f5e. [Reporting paper]() Recorded evaluation configuration: {"State":"Bremen"}. This record does not assert independent reproduction. ### GTA Modality: 4.07. Result ID: 699899205698665ec4fb3f6a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experiment":"Berlin simulation (1a)","Configuration":"Best (default)"}. This record does not assert independent reproduction. ### Hamburg Modality: 1.99. Result ID: 699899205698665ec4fb3f5c. [Reporting paper]() Recorded evaluation configuration: {"State":"Hamburg"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.