# Position Error Correction on GP01 receiver 3×CW jamming

Source: [Position Error Correction on GP01 receiver 3×CW jamming](<https://www.sota2.com/research/sota/position-error-correction-on-gp01-receiver-3-cw-jamming>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-03-25T15:37:12.303Z

Evaluation of position error correction performance for GP01 receivers under 3xCW jamming conditions, measured by Mean Absolute Error (MAE), Standard Deviation (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 correction |
| Dataset (including any stated split) | GP01 receiver 3×CW jamming |
| Metric | MAE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 36 of 36 |
| 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](<https://www.sota2.com/research/sota/position-error-correction-on-gp01-receiver-3-cw-jamming.md?metric=MAE>): Lower is better; unit: SCALAR.

- [SD](<https://www.sota2.com/research/sota/position-error-correction-on-gp01-receiver-3-cw-jamming.md?metric=SD>): Lower is better; unit: SCALAR.

- [Error Reduction (%)](<https://www.sota2.com/research/sota/position-error-correction-on-gp01-receiver-3-cw-jamming.md?metric=Error%20Reduction%20(%25)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | MAE | Result date | Report paper |
| --- | --- | --- | --- |
| JaGuard | 1.49 | Not recorded | 68fa7b6c1e209131cea88576 |
| JaGuard | 1.63 | Not recorded | 68fa7b6c1e209131cea88576 |
| Set Transformer | 1.63 | Not recorded | 68fa7b6c1e209131cea88576 |
| Set Transformer | 1.69 | Not recorded | 68fa7b6c1e209131cea88576 |
| JaGuard | 1.79 | Not recorded | 68fa7b6c1e209131cea88576 |
| JaGuard | 2.23 | Not recorded | 68fa7b6c1e209131cea88576 |
| Set Transformer | 2.42 | Not recorded | 68fa7b6c1e209131cea88576 |
| JaGuard | 2.49 | Not recorded | 68fa7b6c1e209131cea88576 |
| Set Transformer + LSTM | 2.65 | Not recorded | 68fa7b6c1e209131cea88576 |
| Set Transformer | 2.82 | Not recorded | 68fa7b6c1e209131cea88576 |
| TSMixer | 2.87 | Not recorded | 68fa7b6c1e209131cea88576 |
| Set Transformer + LSTM | 2.91 | Not recorded | 68fa7b6c1e209131cea88576 |
| TSMixer | 2.92 | Not recorded | 68fa7b6c1e209131cea88576 |
| TSMixer | 3.44 | Not recorded | 68fa7b6c1e209131cea88576 |
| Set Transformer + LSTM | 3.88 | Not recorded | 68fa7b6c1e209131cea88576 |
| Set Transformer + LSTM | 3.99 | Not recorded | 68fa7b6c1e209131cea88576 |
| Set Transformer | 4.17 | Not recorded | 68fa7b6c1e209131cea88576 |
| Set Transformer + LSTM | 4.41 | Not recorded | 68fa7b6c1e209131cea88576 |
| Set Transformer | 4.74 | Not recorded | 68fa7b6c1e209131cea88576 |
| TSMixer | 4.99 | Not recorded | 68fa7b6c1e209131cea88576 |
| TSMixer | 5.17 | Not recorded | 68fa7b6c1e209131cea88576 |
| JaGuard | 5.92 | Not recorded | 68fa7b6c1e209131cea88576 |
| Set Transformer + LSTM | 7.69 | Not recorded | 68fa7b6c1e209131cea88576 |
| TSMixer | 11.4 | Not recorded | 68fa7b6c1e209131cea88576 |
| GCNN | 31.61 | Not recorded | 68fa7b6c1e209131cea88576 |
| GCNN | 32.81 | Not recorded | 68fa7b6c1e209131cea88576 |
| GCNN | 34.45 | Not recorded | 68fa7b6c1e209131cea88576 |
| GCNN | 38.02 | Not recorded | 68fa7b6c1e209131cea88576 |
| GCNN | 42.76 | Not recorded | 68fa7b6c1e209131cea88576 |
| GCNN | 86.21 | Not recorded | 68fa7b6c1e209131cea88576 |
| Unmitigated Error | 255.07 | Not recorded | 68fa7b6c1e209131cea88576 |
| Unmitigated Error | 276.98 | Not recorded | 68fa7b6c1e209131cea88576 |
| Unmitigated Error | 282.22 | Not recorded | 68fa7b6c1e209131cea88576 |
| Unmitigated Error | 286.14 | Not recorded | 68fa7b6c1e209131cea88576 |
| Unmitigated Error | 293.18 | Not recorded | 68fa7b6c1e209131cea88576 |
| Unmitigated Error | 293.99 | Not recorded | 68fa7b6c1e209131cea88576 |

### JaGuard

MAE: 1.49. Result ID: 69c3ff5747f34ce924ae3576.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-70 dBm"}. This record does not assert independent reproduction.

### JaGuard

MAE: 1.63. Result ID: 69c3ff5747f34ce924ae3574.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-60 dBm"}. This record does not assert independent reproduction.

### Set Transformer

MAE: 1.63. Result ID: 69c3ff5747f34ce924ae3586.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4e7.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-60 dBm"}. This record does not assert independent reproduction.

### Set Transformer

MAE: 1.69. Result ID: 69c3ff5747f34ce924ae3587.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4e7.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-65 dBm"}. This record does not assert independent reproduction.

### JaGuard

MAE: 1.79. Result ID: 69c3ff5747f34ce924ae3575.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-65 dBm"}. This record does not assert independent reproduction.

### JaGuard

MAE: 2.23. Result ID: 69c3ff5747f34ce924ae3572.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-50 dBm"}. This record does not assert independent reproduction.

### Set Transformer

MAE: 2.42. Result ID: 69c3ff5747f34ce924ae3584.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4e7.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-50 dBm"}. This record does not assert independent reproduction.

### JaGuard

MAE: 2.49. Result ID: 69c3ff5747f34ce924ae3573.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-55 dBm"}. This record does not assert independent reproduction.

### Set Transformer + LSTM

MAE: 2.65. Result ID: 69c3ff5747f34ce924ae358c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-60 dBm"}. This record does not assert independent reproduction.

### Set Transformer

MAE: 2.82. Result ID: 69c3ff5747f34ce924ae3585.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4e7.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-55 dBm"}. This record does not assert independent reproduction.

### TSMixer

MAE: 2.87. Result ID: 69c3ff5747f34ce924ae3580.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70911e209131cea4be38.md>)

[Implementation](<https://github.com/google-research/google-research/tree/master/tsmixer>)

Recorded evaluation configuration: {"Jamming Power Level":"-60 dBm"}. This record does not assert independent reproduction.

### Set Transformer + LSTM

MAE: 2.91. Result ID: 69c3ff5747f34ce924ae358d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-65 dBm"}. This record does not assert independent reproduction.

### TSMixer

MAE: 2.92. Result ID: 69c3ff5747f34ce924ae3582.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70911e209131cea4be38.md>)

[Implementation](<https://github.com/google-research/google-research/tree/master/tsmixer>)

Recorded evaluation configuration: {"Jamming Power Level":"-70 dBm"}. This record does not assert independent reproduction.

### TSMixer

MAE: 3.44. Result ID: 69c3ff5747f34ce924ae3581.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70911e209131cea4be38.md>)

[Implementation](<https://github.com/google-research/google-research/tree/master/tsmixer>)

Recorded evaluation configuration: {"Jamming Power Level":"-65 dBm"}. This record does not assert independent reproduction.

### Set Transformer + LSTM

MAE: 3.88. Result ID: 69c3ff5747f34ce924ae358e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-70 dBm"}. This record does not assert independent reproduction.

### Set Transformer + LSTM

MAE: 3.99. Result ID: 69c3ff5747f34ce924ae358b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-55 dBm"}. This record does not assert independent reproduction.

### Set Transformer

MAE: 4.17. Result ID: 69c3ff5747f34ce924ae3588.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4e7.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-70 dBm"}. This record does not assert independent reproduction.

### Set Transformer + LSTM

MAE: 4.41. Result ID: 69c3ff5747f34ce924ae358a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-50 dBm"}. This record does not assert independent reproduction.

### Set Transformer

MAE: 4.74. Result ID: 69c3ff5747f34ce924ae3583.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4e7.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-45 dBm"}. This record does not assert independent reproduction.

### TSMixer

MAE: 4.99. Result ID: 69c3ff5747f34ce924ae357e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70911e209131cea4be38.md>)

[Implementation](<https://github.com/google-research/google-research/tree/master/tsmixer>)

Recorded evaluation configuration: {"Jamming Power Level":"-50 dBm"}. This record does not assert independent reproduction.

### TSMixer

MAE: 5.17. Result ID: 69c3ff5747f34ce924ae357f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70911e209131cea4be38.md>)

[Implementation](<https://github.com/google-research/google-research/tree/master/tsmixer>)

Recorded evaluation configuration: {"Jamming Power Level":"-55 dBm"}. This record does not assert independent reproduction.

### JaGuard

MAE: 5.92. Result ID: 69c3ff5747f34ce924ae3571.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-45 dBm"}. This record does not assert independent reproduction.

### Set Transformer + LSTM

MAE: 7.69. Result ID: 69c3ff5747f34ce924ae3589.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-45 dBm"}. This record does not assert independent reproduction.

### TSMixer

MAE: 11.4. Result ID: 69c3ff5747f34ce924ae357d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70911e209131cea4be38.md>)

[Implementation](<https://github.com/google-research/google-research/tree/master/tsmixer>)

Recorded evaluation configuration: {"Jamming Power Level":"-45 dBm"}. This record does not assert independent reproduction.

### GCNN

MAE: 31.61. Result ID: 69c3ff5747f34ce924ae357a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-60 dBm"}. This record does not assert independent reproduction.

### GCNN

MAE: 32.81. Result ID: 69c3ff5747f34ce924ae357c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-70 dBm"}. This record does not assert independent reproduction.

### GCNN

MAE: 34.45. Result ID: 69c3ff5747f34ce924ae357b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-65 dBm"}. This record does not assert independent reproduction.

### GCNN

MAE: 38.02. Result ID: 69c3ff5747f34ce924ae3578.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-50 dBm"}. This record does not assert independent reproduction.

### GCNN

MAE: 42.76. Result ID: 69c3ff5747f34ce924ae3579.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-55 dBm"}. This record does not assert independent reproduction.

### GCNN

MAE: 86.21. Result ID: 69c3ff5747f34ce924ae3577.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-45 dBm"}. This record does not assert independent reproduction.

### Unmitigated Error

MAE: 255.07. Result ID: 69c3ff5747f34ce924ae358f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-45 dBm"}. This record does not assert independent reproduction.

### Unmitigated Error

MAE: 276.98. Result ID: 69c3ff5747f34ce924ae3594.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-70 dBm"}. This record does not assert independent reproduction.

### Unmitigated Error

MAE: 282.22. Result ID: 69c3ff5747f34ce924ae3592.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-60 dBm"}. This record does not assert independent reproduction.

### Unmitigated Error

MAE: 286.14. Result ID: 69c3ff5747f34ce924ae3593.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-65 dBm"}. This record does not assert independent reproduction.

### Unmitigated Error

MAE: 293.18. Result ID: 69c3ff5747f34ce924ae3590.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-50 dBm"}. This record does not assert independent reproduction.

### Unmitigated Error

MAE: 293.99. Result ID: 69c3ff5747f34ce924ae3591.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"Jamming Power Level":"-55 dBm"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
