# Position Error Mitigation on U-blox CW Jamming 10 Source: [Position Error Mitigation on U-blox CW Jamming 10]() Collection index: [llms.txt]() Data updated: 2026-03-25T15:37:12.413Z Evaluation of position error mitigation performance using Mean Absolute Error (MAE), Standard Deviation (SD), and Error Reduction percentage on the U-blox CW Jamming 10 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 | Position Error Mitigation | | Dataset (including any stated split) | U-blox CW Jamming 10 | | Metric | MAE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 30 of 30 | | 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 - [MAE](): Lower is better; unit: SCALAR. - [SD](): Lower is better; unit: SCALAR. - [Error Reduction (%)](): Higher is better; unit: PERCENT. ## Recorded results | Method | MAE | Result date | Report paper | | --- | --- | --- | --- | | Set Transformer | 1.13 | Not recorded | 68fa7b6c1e209131cea88576 | | JaGuard | 1.37 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer | 1.38 | Not recorded | 68fa7b6c1e209131cea88576 | | JaGuard | 1.47 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer | 1.49 | Not recorded | 68fa7b6c1e209131cea88576 | | JaGuard | 1.54 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer + LSTM | 1.68 | Not recorded | 68fa7b6c1e209131cea88576 | | JaGuard | 1.74 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer + LSTM | 1.88 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer | 2.08 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer + LSTM | 2.47 | Not recorded | 68fa7b6c1e209131cea88576 | | TSMixer | 2.53 | Not recorded | 68fa7b6c1e209131cea88576 | | JaGuard | 2.72 | Not recorded | 68fa7b6c1e209131cea88576 | | TSMixer | 2.81 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer | 2.94 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer + LSTM | 3.11 | Not recorded | 68fa7b6c1e209131cea88576 | | TSMixer | 3.49 | Not recorded | 68fa7b6c1e209131cea88576 | | JaGuard | 3.56 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer + LSTM | 3.78 | Not recorded | 68fa7b6c1e209131cea88576 | | TSMixer | 4.2 | Not recorded | 68fa7b6c1e209131cea88576 | | TSMixer | 5.72 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer + LSTM | 6.38 | Not recorded | 68fa7b6c1e209131cea88576 | | TSMixer | 7.17 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer | 7.99 | Not recorded | 68fa7b6c1e209131cea88576 | | GCNN | 22.22 | Not recorded | 68fa7b6c1e209131cea88576 | | GCNN | 25.22 | Not recorded | 68fa7b6c1e209131cea88576 | | GCNN | 26.75 | Not recorded | 68fa7b6c1e209131cea88576 | | GCNN | 30.1 | Not recorded | 68fa7b6c1e209131cea88576 | | GCNN | 43.01 | Not recorded | 68fa7b6c1e209131cea88576 | | GCNN | 50.52 | Not recorded | 68fa7b6c1e209131cea88576 | ### Set Transformer MAE: 1.13. Result ID: 69c3ff5747f34ce924ae35b6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-70 dBm"}. This record does not assert independent reproduction. ### JaGuard MAE: 1.37. Result ID: 69c3ff5747f34ce924ae35a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-70 dBm"}. This record does not assert independent reproduction. ### Set Transformer MAE: 1.38. Result ID: 69c3ff5747f34ce924ae35b4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-60 dBm"}. This record does not assert independent reproduction. ### JaGuard MAE: 1.47. Result ID: 69c3ff5747f34ce924ae35a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-65 dBm"}. This record does not assert independent reproduction. ### Set Transformer MAE: 1.49. Result ID: 69c3ff5747f34ce924ae35b5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-65 dBm"}. This record does not assert independent reproduction. ### JaGuard MAE: 1.54. Result ID: 69c3ff5747f34ce924ae35a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-60 dBm"}. This record does not assert independent reproduction. ### Set Transformer + LSTM MAE: 1.68. Result ID: 69c3ff5747f34ce924ae35bb. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-65 dBm"}. This record does not assert independent reproduction. ### JaGuard MAE: 1.74. Result ID: 69c3ff5747f34ce924ae35a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-55 dBm"}. This record does not assert independent reproduction. ### Set Transformer + LSTM MAE: 1.88. Result ID: 69c3ff5747f34ce924ae35bc. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-70 dBm"}. This record does not assert independent reproduction. ### Set Transformer MAE: 2.08. Result ID: 69c3ff5747f34ce924ae35b3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-55 dBm"}. This record does not assert independent reproduction. ### Set Transformer + LSTM MAE: 2.47. Result ID: 69c3ff5747f34ce924ae35ba. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-60 dBm"}. This record does not assert independent reproduction. ### TSMixer MAE: 2.53. Result ID: 69c3ff5747f34ce924ae35b0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Jamming Power Level":"-70 dBm"}. This record does not assert independent reproduction. ### JaGuard MAE: 2.72. Result ID: 69c3ff5747f34ce924ae35a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-50 dBm"}. This record does not assert independent reproduction. ### TSMixer MAE: 2.81. Result ID: 69c3ff5747f34ce924ae35af. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Jamming Power Level":"-65 dBm"}. This record does not assert independent reproduction. ### Set Transformer MAE: 2.94. Result ID: 69c3ff5747f34ce924ae35b2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-50 dBm"}. This record does not assert independent reproduction. ### Set Transformer + LSTM MAE: 3.11. Result ID: 69c3ff5747f34ce924ae35b9. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-55 dBm"}. This record does not assert independent reproduction. ### TSMixer MAE: 3.49. Result ID: 69c3ff5747f34ce924ae35ae. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Jamming Power Level":"-60 dBm"}. This record does not assert independent reproduction. ### JaGuard MAE: 3.56. Result ID: 69c3ff5747f34ce924ae359f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-45 dBm"}. This record does not assert independent reproduction. ### Set Transformer + LSTM MAE: 3.78. Result ID: 69c3ff5747f34ce924ae35b8. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-50 dBm"}. This record does not assert independent reproduction. ### TSMixer MAE: 4.2. Result ID: 69c3ff5747f34ce924ae35ad. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Jamming Power Level":"-55 dBm"}. This record does not assert independent reproduction. ### TSMixer MAE: 5.72. Result ID: 69c3ff5747f34ce924ae35ac. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Jamming Power Level":"-50 dBm"}. This record does not assert independent reproduction. ### Set Transformer + LSTM MAE: 6.38. Result ID: 69c3ff5747f34ce924ae35b7. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-45 dBm"}. This record does not assert independent reproduction. ### TSMixer MAE: 7.17. Result ID: 69c3ff5747f34ce924ae35ab. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Jamming Power Level":"-45 dBm"}. This record does not assert independent reproduction. ### Set Transformer MAE: 7.99. Result ID: 69c3ff5747f34ce924ae35b1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-45 dBm"}. This record does not assert independent reproduction. ### GCNN MAE: 22.22. Result ID: 69c3ff5747f34ce924ae35aa. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-70 dBm"}. This record does not assert independent reproduction. ### GCNN MAE: 25.22. Result ID: 69c3ff5747f34ce924ae35a9. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-65 dBm"}. This record does not assert independent reproduction. ### GCNN MAE: 26.75. Result ID: 69c3ff5747f34ce924ae35a8. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-60 dBm"}. This record does not assert independent reproduction. ### GCNN MAE: 30.1. Result ID: 69c3ff5747f34ce924ae35a7. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-55 dBm"}. This record does not assert independent reproduction. ### GCNN MAE: 43.01. Result ID: 69c3ff5747f34ce924ae35a6. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-50 dBm"}. This record does not assert independent reproduction. ### GCNN MAE: 50.52. Result ID: 69c3ff5747f34ce924ae35a5. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-45 dBm"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.