# RSRP Prediction on DTU RSRP Source: [RSRP Prediction on DTU RSRP]() Collection index: [llms.txt]() Data updated: 2026-05-15T09:05:56.375Z Evaluation of model performance on RSRP Prediction using the DTU RSRP dataset, measured by Mean PI Width \[dB\] and Effective Coverage \[%\]. 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 | RSRP Prediction | | Dataset (including any stated split) | DTU RSRP | | Metric | Mean PI Width (dB) | | Unit | SCALAR | | 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 - [Mean PI Width (dB)](): Lower is better; unit: SCALAR. - [Effective Coverage (%)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Mean PI Width (dB) | Result date | Report paper | | --- | --- | --- | --- | | Mondrians norm\_targ\_strng | 20.4 | Not recorded | 68fa75701e209131cea67eb0 | | norm\_targ\_strng | 20.9 | Not recorded | 68fa75701e209131cea67eb0 | | Mondrians norm\_std | 21.1 | Not recorded | 68fa75701e209131cea67eb0 | | norm\_std | 22.3 | Not recorded | 68fa75701e209131cea67eb0 | | Mondrians norm\_targ\_strng | 22.4 | Not recorded | 68fa75701e209131cea67eb0 | | norm\_targ\_strng | 22.9 | Not recorded | 68fa75701e209131cea67eb0 | | Mondrians norm\_std | 23.5 | Not recorded | 68fa75701e209131cea67eb0 | | norm\_targ\_strng | 23.8 | Not recorded | 68fa75701e209131cea67eb0 | | Mondrians norm\_targ\_strng | 23.9 | Not recorded | 68fa75701e209131cea67eb0 | | Mondrians norm\_targ\_strng | 25.6 | Not recorded | 68fa75701e209131cea67eb0 | | Mondrians norm\_std | 26.1 | Not recorded | 68fa75701e209131cea67eb0 | | norm\_std | 31.7 | Not recorded | 68fa75701e209131cea67eb0 | | Mondrians norm\_std | 32 | Not recorded | 68fa75701e209131cea67eb0 | | Mondrians norm\_std | 43.6 | Not recorded | 68fa75701e209131cea67eb0 | | norm\_targ\_strng | 44.2 | Not recorded | 68fa75701e209131cea67eb0 | | Mondrians norm\_targ\_strng | 44.7 | Not recorded | 68fa75701e209131cea67eb0 | ### Mondrians norm\_targ\_strng Mean PI Width (dB): 20.4. Result ID: 6a06e1e547f34ce924eebc4d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Configuration":"Tabular-Image Model using External Tabular Features","kNN":"40","Bins":"20"}. This record does not assert independent reproduction. ### norm\_targ\_strng Mean PI Width (dB): 20.9. Result ID: 6a06e1e547f34ce924eebc4b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Configuration":"Tabular-Image Model using External Tabular Features","kNN":"50"}. This record does not assert independent reproduction. ### Mondrians norm\_std Mean PI Width (dB): 21.1. Result ID: 6a06e1e547f34ce924eebc54. [Reporting paper]() Recorded evaluation configuration: {"Configuration":"Tabular-Image Model using Internal Tabular Features","kNN":"30","Bins":"10"}. This record does not assert independent reproduction. ### norm\_std Mean PI Width (dB): 22.3. Result ID: 6a06e1e547f34ce924eebc52. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Configuration":"Tabular-Image Model using Internal Tabular Features","kNN":"30"}. This record does not assert independent reproduction. ### Mondrians norm\_targ\_strng Mean PI Width (dB): 22.4. Result ID: 6a06e1e547f34ce924eebc51. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Configuration":"Tabular-Image Model using Internal Tabular, Image Features","kNN":"20","Bins":"20"}. This record does not assert independent reproduction. ### norm\_targ\_strng Mean PI Width (dB): 22.9. Result ID: 6a06e1e547f34ce924eebc4f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Configuration":"Tabular-Image Model using Internal Tabular, Image Features","kNN":"20"}. This record does not assert independent reproduction. ### Mondrians norm\_std Mean PI Width (dB): 23.5. Result ID: 6a06e1e547f34ce924eebc56. [Reporting paper]() Recorded evaluation configuration: {"Configuration":"Tabular-Image Model using Internal Image Features","kNN":"20","Bins":"10"}. This record does not assert independent reproduction. ### norm\_targ\_strng Mean PI Width (dB): 23.8. Result ID: 6a06e1e547f34ce924eebc53. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Configuration":"Tabular-Image Model using Internal Tabular Features","kNN":"30"}. This record does not assert independent reproduction. ### Mondrians norm\_targ\_strng Mean PI Width (dB): 23.9. Result ID: 6a06e1e547f34ce924eebc57. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Configuration":"Tabular-Image Model using Internal Image Features","kNN":"10","Bins":"90"}. This record does not assert independent reproduction. ### Mondrians norm\_targ\_strng Mean PI Width (dB): 25.6. Result ID: 6a06e1e547f34ce924eebc55. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Configuration":"Tabular-Image Model using Internal Tabular Features","kNN":"20","Bins":"10"}. This record does not assert independent reproduction. ### Mondrians norm\_std Mean PI Width (dB): 26.1. Result ID: 6a06e1e547f34ce924eebc4c. [Reporting paper]() Recorded evaluation configuration: {"Configuration":"Tabular-Image Model using External Tabular Features","kNN":"20","Bins":"60"}. This record does not assert independent reproduction. ### norm\_std Mean PI Width (dB): 31.7. Result ID: 6a06e1e547f34ce924eebc4e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Configuration":"Tabular-Image Model using Internal Tabular, Image Features","kNN":"90"}. This record does not assert independent reproduction. ### Mondrians norm\_std Mean PI Width (dB): 32. Result ID: 6a06e1e547f34ce924eebc50. [Reporting paper]() Recorded evaluation configuration: {"Configuration":"Tabular-Image Model using Internal Tabular, Image Features","kNN":"90","Bins":"50"}. This record does not assert independent reproduction. ### Mondrians norm\_std Mean PI Width (dB): 43.6. Result ID: 6a06e1e547f34ce924eebc59. [Reporting paper]() Recorded evaluation configuration: {"Configuration":"Image-Only Model using Internal Image Features","kNN":"70","Bins":"10"}. This record does not assert independent reproduction. ### norm\_targ\_strng Mean PI Width (dB): 44.2. Result ID: 6a06e1e547f34ce924eebc58. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Configuration":"Image-Only Model using Internal Image Features","kNN":"80"}. This record does not assert independent reproduction. ### Mondrians norm\_targ\_strng Mean PI Width (dB): 44.7. Result ID: 6a06e1e547f34ce924eebc5a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Configuration":"Image-Only Model using Internal Image Features","kNN":"30","Bins":"10"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.