# Position Error Mitigation on U-blox 10 3×CW Jamming Source: [Position Error Mitigation on U-blox 10 3×CW Jamming]() Collection index: [llms.txt]() Data updated: 2026-03-25T15:37:12.446Z Evaluation of Position Error Mitigation performance using the U-blox 10 dataset specifically under 3xCW jamming conditions, measured by MAE, SD, and Error Reduction percentage. 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 10 3×CW Jamming | | 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 | | --- | --- | --- | --- | | JaGuard | 2.39 | Not recorded | 68fa7b6c1e209131cea88576 | | JaGuard | 2.43 | Not recorded | 68fa7b6c1e209131cea88576 | | JaGuard | 2.62 | Not recorded | 68fa7b6c1e209131cea88576 | | JaGuard | 2.91 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer | 3.12 | Not recorded | 68fa7b6c1e209131cea88576 | | JaGuard | 3.35 | Not recorded | 68fa7b6c1e209131cea88576 | | TSMixer | 3.71 | Not recorded | 68fa7b6c1e209131cea88576 | | TSMixer | 3.87 | Not recorded | 68fa7b6c1e209131cea88576 | | JaGuard | 3.92 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer + LSTM | 4 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer + LSTM | 4.11 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer + LSTM | 4.29 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer | 4.69 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer | 4.75 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer + LSTM | 4.95 | Not recorded | 68fa7b6c1e209131cea88576 | | TSMixer | 5.01 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer | 5.46 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer | 5.78 | Not recorded | 68fa7b6c1e209131cea88576 | | TSMixer | 5.97 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer + LSTM | 6.09 | Not recorded | 68fa7b6c1e209131cea88576 | | TSMixer | 6.38 | Not recorded | 68fa7b6c1e209131cea88576 | | TSMixer | 6.59 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer | 6.83 | Not recorded | 68fa7b6c1e209131cea88576 | | Set Transformer + LSTM | 7.51 | Not recorded | 68fa7b6c1e209131cea88576 | | GCNN | 24.34 | Not recorded | 68fa7b6c1e209131cea88576 | | GCNN | 26.38 | Not recorded | 68fa7b6c1e209131cea88576 | | GCNN | 32.78 | Not recorded | 68fa7b6c1e209131cea88576 | | GCNN | 34.46 | Not recorded | 68fa7b6c1e209131cea88576 | | GCNN | 35.21 | Not recorded | 68fa7b6c1e209131cea88576 | | GCNN | 39.95 | Not recorded | 68fa7b6c1e209131cea88576 | ### JaGuard MAE: 2.39. Result ID: 69c3ff5747f34ce924ae35c1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-65 dBm"}. This record does not assert independent reproduction. ### JaGuard MAE: 2.43. Result ID: 69c3ff5747f34ce924ae35c0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-60 dBm"}. This record does not assert independent reproduction. ### JaGuard MAE: 2.62. Result ID: 69c3ff5747f34ce924ae35c2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-70 dBm"}. This record does not assert independent reproduction. ### JaGuard MAE: 2.91. Result ID: 69c3ff5747f34ce924ae35bf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-55 dBm"}. This record does not assert independent reproduction. ### Set Transformer MAE: 3.12. Result ID: 69c3ff5747f34ce924ae35d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-60 dBm"}. This record does not assert independent reproduction. ### JaGuard MAE: 3.35. Result ID: 69c3ff5747f34ce924ae35be. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-50 dBm"}. This record does not assert independent reproduction. ### TSMixer MAE: 3.71. Result ID: 69c3ff5747f34ce924ae35cd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Jamming Power Level":"-65 dBm"}. This record does not assert independent reproduction. ### TSMixer MAE: 3.87. Result ID: 69c3ff5747f34ce924ae35cc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Jamming Power Level":"-60 dBm"}. This record does not assert independent reproduction. ### JaGuard MAE: 3.92. Result ID: 69c3ff5747f34ce924ae35bd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-45 dBm"}. This record does not assert independent reproduction. ### Set Transformer + LSTM MAE: 4. Result ID: 69c3ff5747f34ce924ae35d8. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-60 dBm"}. This record does not assert independent reproduction. ### Set Transformer + LSTM MAE: 4.11. Result ID: 69c3ff5747f34ce924ae35d9. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-65 dBm"}. This record does not assert independent reproduction. ### Set Transformer + LSTM MAE: 4.29. Result ID: 69c3ff5747f34ce924ae35da. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-70 dBm"}. This record does not assert independent reproduction. ### Set Transformer MAE: 4.69. Result ID: 69c3ff5747f34ce924ae35d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-65 dBm"}. This record does not assert independent reproduction. ### Set Transformer MAE: 4.75. Result ID: 69c3ff5747f34ce924ae35d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-55 dBm"}. This record does not assert independent reproduction. ### Set Transformer + LSTM MAE: 4.95. Result ID: 69c3ff5747f34ce924ae35d7. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-55 dBm"}. This record does not assert independent reproduction. ### TSMixer MAE: 5.01. Result ID: 69c3ff5747f34ce924ae35cb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Jamming Power Level":"-55 dBm"}. This record does not assert independent reproduction. ### Set Transformer MAE: 5.46. Result ID: 69c3ff5747f34ce924ae35d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-70 dBm"}. This record does not assert independent reproduction. ### Set Transformer MAE: 5.78. Result ID: 69c3ff5747f34ce924ae35cf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-45 dBm"}. This record does not assert independent reproduction. ### TSMixer MAE: 5.97. Result ID: 69c3ff5747f34ce924ae35ca. [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: 6.09. Result ID: 69c3ff5747f34ce924ae35d5. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-45 dBm"}. This record does not assert independent reproduction. ### TSMixer MAE: 6.38. Result ID: 69c3ff5747f34ce924ae35c9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Jamming Power Level":"-45 dBm"}. This record does not assert independent reproduction. ### TSMixer MAE: 6.59. Result ID: 69c3ff5747f34ce924ae35ce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Jamming Power Level":"-70 dBm"}. This record does not assert independent reproduction. ### Set Transformer MAE: 6.83. Result ID: 69c3ff5747f34ce924ae35d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Jamming Power Level":"-50 dBm"}. This record does not assert independent reproduction. ### Set Transformer + LSTM MAE: 7.51. Result ID: 69c3ff5747f34ce924ae35d6. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-50 dBm"}. This record does not assert independent reproduction. ### GCNN MAE: 24.34. Result ID: 69c3ff5747f34ce924ae35c7. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-65 dBm"}. This record does not assert independent reproduction. ### GCNN MAE: 26.38. Result ID: 69c3ff5747f34ce924ae35c6. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-60 dBm"}. This record does not assert independent reproduction. ### GCNN MAE: 32.78. Result ID: 69c3ff5747f34ce924ae35c4. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-50 dBm"}. This record does not assert independent reproduction. ### GCNN MAE: 34.46. Result ID: 69c3ff5747f34ce924ae35c5. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-55 dBm"}. This record does not assert independent reproduction. ### GCNN MAE: 35.21. Result ID: 69c3ff5747f34ce924ae35c3. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-45 dBm"}. This record does not assert independent reproduction. ### GCNN MAE: 39.95. Result ID: 69c3ff5747f34ce924ae35c8. [Reporting paper]() Recorded evaluation configuration: {"Jamming Power Level":"-70 dBm"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.